/usr/bin/diffoscope --timeout 7200 --html /srv/reproducible-results/rbuild-debian/r-b-build.J4GrTiaa/python-igraph_0.11.8+ds-1.diffoscope.html --text /srv/reproducible-results/rbuild-debian/r-b-build.J4GrTiaa/python-igraph_0.11.8+ds-1.diffoscope.txt --json /srv/reproducible-results/rbuild-debian/r-b-build.J4GrTiaa/python-igraph_0.11.8+ds-1.diffoscope.json --profile=- /srv/reproducible-results/rbuild-debian/r-b-build.J4GrTiaa/b1/python-igraph_0.11.8+ds-1_armhf.changes /srv/reproducible-results/rbuild-debian/r-b-build.J4GrTiaa/b2/python-igraph_0.11.8+ds-1

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/srv/reproducible-results/rbuild-debian/r-b-build.J4GrTiaa/b1/python-igraph_0.11.8+ds-1_armhf.changes vs.

/srv/reproducible-results/rbuild-debian/r-b-build.J4GrTiaa/b2/python-igraph_0.11.8+ds-1_armhf.changes ¶

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Files ¶


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1	·764e~~9bd~~d576~~a30fd9~~1245bf9a4~~d550bf~~·6066896·doc·optional·python-igraph-doc_0.11.8+ds-1_all.deb	1	·c0b74eacffd0564f945e115d4aeab381·6066848·doc·optional·python-igraph-doc_0.11.8+ds-1_all.deb
2	·ace5997fdba528d27362e579dc84188a·383092·debug·optional·python3-igraph-dbgsym_0.11.8+ds-1_armhf.deb	2	·ace5997fdba528d27362e579dc84188a·383092·debug·optional·python3-igraph-dbgsym_0.11.8+ds-1_armhf.deb
3	·20a9065b63c90920b5c5fe61e9670214·309324·python·optional·python3-igraph_0.11.8+ds-1_armhf.deb	3	·20a9065b63c90920b5c5fe61e9670214·309324·python·optional·python3-igraph_0.11.8+ds-1_armhf.deb

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python-igraph-doc_0.11.8+ds-1_all.deb ¶

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1	-rw-r--r--···0········0········0········4·2024-11-10·15:46:20.000000·debian-binary	1	-rw-r--r--···0········0········0········4·2024-11-10·15:46:20.000000·debian-binary
2	-rw-r--r--···0········0········0····12684·2024-11-10·15:46:20.000000·control.tar.xz	2	-rw-r--r--···0········0········0····12676·2024-11-10·15:46:20.000000·control.tar.xz
3	-rw-r--r--···0········0········0··605~~402~~0·2024-11-10·15:46:20.000000·data.tar.xz	3	-rw-r--r--···0········0········0··6053980·2024-11-10·15:46:20.000000·data.tar.xz

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control.tar.xz ¶

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control.tar ¶

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./md5sums ¶

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data.tar.xz ¶

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data.tar ¶

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file list ¶

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./usr/share/doc/python-igraph-doc/html/_sources/tutorials/articulation_points.rst.txt ¶


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108	..·rst-class::·sphx-glr-timing	108	..·rst-class::·sphx-glr-timing

109	···Total·running·time·of·the·script:·(0·minutes·0.695·seconds)	109	···Total·running·time·of·the·script:·(0·minutes·0.699·seconds)


110	..·_sphx_glr_download_tutorials_articulation_points.py:	110	..·_sphx_glr_download_tutorials_articulation_points.py:

111	..·only::·html	111	..·only::·html

112	··..·container::·sphx-glr-footer·sphx-glr-footer-example	112	··..·container::·sphx-glr-footer·sphx-glr-footer-example

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./usr/share/doc/python-igraph-doc/html/_sources/tutorials/betweenness.rst.txt ¶


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193	..·rst-class::·sphx-glr-timing	193	..·rst-class::·sphx-glr-timing

194	···Total·running·time·of·the·script:·(0·minutes·11.~~286~~·seconds)	194	···Total·running·time·of·the·script:·(0·minutes·11.939·seconds)


195	..·_sphx_glr_download_tutorials_betweenness.py:	195	..·_sphx_glr_download_tutorials_betweenness.py:

196	..·only::·html	196	..·only::·html

197	··..·container::·sphx-glr-footer·sphx-glr-footer-example	197	··..·container::·sphx-glr-footer·sphx-glr-footer-example

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./usr/share/doc/python-igraph-doc/html/_sources/tutorials/bipartite_matching.rst.txt ¶


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161	..·rst-class::·sphx-glr-script-out	161	..·rst-class::·sphx-glr-script-out

162	·..·code-block::·none	162	·..·code-block::·none


163	····<igraph.drawing.matplotlib.graph.GraphArtist·object·at·0x~~ec0b0fa8~~>	163	····<igraph.drawing.matplotlib.graph.GraphArtist·object·at·0xab8617e0>




164	..·rst-class::·sphx-glr-timing	164	..·rst-class::·sphx-glr-timing

165	···Total·running·time·of·the·script:·(0·minutes·0.680·seconds)	165	···Total·running·time·of·the·script:·(0·minutes·0.683·seconds)


166	..·_sphx_glr_download_tutorials_bipartite_matching.py:	166	..·_sphx_glr_download_tutorials_bipartite_matching.py:

167	..·only::·html	167	..·only::·html

168	··..·container::·sphx-glr-footer·sphx-glr-footer-example	168	··..·container::·sphx-glr-footer·sphx-glr-footer-example

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./usr/share/doc/python-igraph-doc/html/_sources/tutorials/bipartite_matching_maxflow.rst.txt ¶


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176	..·rst-class::·sphx-glr-timing	176	..·rst-class::·sphx-glr-timing

177	···Total·running·time·of·the·script:·(0·minutes·0.842·seconds)	177	···Total·running·time·of·the·script:·(0·minutes·0.840·seconds)


178	..·_sphx_glr_download_tutorials_bipartite_matching_maxflow.py:	178	..·_sphx_glr_download_tutorials_bipartite_matching_maxflow.py:

179	..·only::·html	179	..·only::·html

180	··..·container::·sphx-glr-footer·sphx-glr-footer-example	180	··..·container::·sphx-glr-footer·sphx-glr-footer-example

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./usr/share/doc/python-igraph-doc/html/_sources/tutorials/bridges.rst.txt ¶


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209	..·rst-class::·sphx-glr-timing	209	..·rst-class::·sphx-glr-timing

210	···Total·running·time·of·the·script:·(0·minutes·2.100·seconds)	210	···Total·running·time·of·the·script:·(0·minutes·2.125·seconds)


211	..·_sphx_glr_download_tutorials_bridges.py:	211	..·_sphx_glr_download_tutorials_bridges.py:

212	..·only::·html	212	..·only::·html

213	··..·container::·sphx-glr-footer·sphx-glr-footer-example	213	··..·container::·sphx-glr-footer·sphx-glr-footer-example

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./usr/share/doc/python-igraph-doc/html/_sources/tutorials/cluster_contraction.rst.txt ¶


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401	..·rst-class::·sphx-glr-timing	401	..·rst-class::·sphx-glr-timing

402	···Total·running·time·of·the·script:·(0·minutes·7.604·seconds)	402	···Total·running·time·of·the·script:·(0·minutes·8.160·seconds)


403	..·_sphx_glr_download_tutorials_cluster_contraction.py:	403	..·_sphx_glr_download_tutorials_cluster_contraction.py:

404	..·only::·html	404	..·only::·html

405	··..·container::·sphx-glr-footer·sphx-glr-footer-example	405	··..·container::·sphx-glr-footer·sphx-glr-footer-example

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./usr/share/doc/python-igraph-doc/html/_sources/tutorials/complement.rst.txt ¶


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173	..·rst-class::·sphx-glr-timing	173	..·rst-class::·sphx-glr-timing

174	···Total·running·time·of·the·script:·(0·minutes·2.~~793~~·seconds)	174	···Total·running·time·of·the·script:·(0·minutes·2.810·seconds)


175	..·_sphx_glr_download_tutorials_complement.py:	175	..·_sphx_glr_download_tutorials_complement.py:

176	..·only::·html	176	..·only::·html

177	··..·container::·sphx-glr-footer·sphx-glr-footer-example	177	··..·container::·sphx-glr-footer·sphx-glr-footer-example

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./usr/share/doc/python-igraph-doc/html/_sources/tutorials/configuration.rst.txt ¶


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159	····To·use·a·consistent·style·between·individual·plots·(e.g.·vertex·sizes,	159	····To·use·a·consistent·style·between·individual·plots·(e.g.·vertex·sizes,
160	····colors,·layout·etc.)·check·out·:ref:`tutorials-visual-style`.	160	····colors,·layout·etc.)·check·out·:ref:`tutorials-visual-style`.


161	..·rst-class::·sphx-glr-timing	161	..·rst-class::·sphx-glr-timing

162	···Total·running·time·of·the·script:·(0·minutes·6.~~392~~·seconds)	162	···Total·running·time·of·the·script:·(0·minutes·6.728·seconds)


163	..·_sphx_glr_download_tutorials_configuration.py:	163	..·_sphx_glr_download_tutorials_configuration.py:

164	..·only::·html	164	..·only::·html

165	··..·container::·sphx-glr-footer·sphx-glr-footer-example	165	··..·container::·sphx-glr-footer·sphx-glr-footer-example

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./usr/share/doc/python-igraph-doc/html/_sources/tutorials/connected_components.rst.txt ¶


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117	····We·use·the·integers·from·0·to·200·instead·of·0·to·255·in·our·vertex	117	····We·use·the·integers·from·0·to·200·instead·of·0·to·255·in·our·vertex
118	····colors,·since·255·in·the·:class:`igraph.drawing.colors.RainbowPalette`	118	····colors,·since·255·in·the·:class:`igraph.drawing.colors.RainbowPalette`
119	····corresponds·to·looping·back·to·red.·This·gives·us·nicely·distinct·hues.	119	····corresponds·to·looping·back·to·red.·This·gives·us·nicely·distinct·hues.


120	..·rst-class::·sphx-glr-timing	120	..·rst-class::·sphx-glr-timing

121	···Total·running·time·of·the·script:·(0·minutes·3.~~237~~·seconds)	121	···Total·running·time·of·the·script:·(0·minutes·3.311·seconds)


122	..·_sphx_glr_download_tutorials_connected_components.py:	122	..·_sphx_glr_download_tutorials_connected_components.py:

123	..·only::·html	123	..·only::·html

124	··..·container::·sphx-glr-footer·sphx-glr-footer-example	124	··..·container::·sphx-glr-footer·sphx-glr-footer-example

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./usr/share/doc/python-igraph-doc/html/_sources/tutorials/delaunay-triangulation.rst.txt ¶


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140	..·rst-class::·sphx-glr-script-out	140	..·rst-class::·sphx-glr-script-out

141	·..·code-block::·none	141	·..·code-block::·none


142	····<igraph.Graph·object·at·0xee~~d5e33~~0>	142	····<igraph.Graph·object·at·0xae439eb0>



143	..·GENERATED·FROM·PYTHON·SOURCE·LINES·52-54	143	..·GENERATED·FROM·PYTHON·SOURCE·LINES·52-54

144	Finally,·plotting·the·graph·gives·a·good·idea·of·what·the·triangulation·looks	144	Finally,·plotting·the·graph·gives·a·good·idea·of·what·the·triangulation·looks
145	like:	145	like:
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244	..·rst-class::·sphx-glr-timing	244	..·rst-class::·sphx-glr-timing

245	···Total·running·time·of·the·script:·(0·minutes·3.434·seconds)	245	···Total·running·time·of·the·script:·(0·minutes·3.423·seconds)


246	..·_sphx_glr_download_tutorials_delaunay-triangulation.py:	246	..·_sphx_glr_download_tutorials_delaunay-triangulation.py:

247	..·only::·html	247	..·only::·html

248	··..·container::·sphx-glr-footer·sphx-glr-footer-example	248	··..·container::·sphx-glr-footer·sphx-glr-footer-example

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./usr/share/doc/python-igraph-doc/html/_sources/tutorials/erdos_renyi.rst.txt ¶


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186	..·rst-class::·sphx-glr-timing	186	..·rst-class::·sphx-glr-timing

187	···Total·running·time·of·the·script:·(0·minutes·4.676·seconds)	187	···Total·running·time·of·the·script:·(0·minutes·4.634·seconds)


188	..·_sphx_glr_download_tutorials_erdos_renyi.py:	188	..·_sphx_glr_download_tutorials_erdos_renyi.py:

189	..·only::·html	189	..·only::·html

190	··..·container::·sphx-glr-footer·sphx-glr-footer-example	190	··..·container::·sphx-glr-footer·sphx-glr-footer-example

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./usr/share/doc/python-igraph-doc/html/_sources/tutorials/generate_dag.rst.txt ¶


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147	..·rst-class::·sphx-glr-timing	147	..·rst-class::·sphx-glr-timing

148	···Total·running·time·of·the·script:·(0·minutes·2.038·seconds)	148	···Total·running·time·of·the·script:·(0·minutes·2.044·seconds)


149	..·_sphx_glr_download_tutorials_generate_dag.py:	149	..·_sphx_glr_download_tutorials_generate_dag.py:

150	..·only::·html	150	..·only::·html

151	··..·container::·sphx-glr-footer·sphx-glr-footer-example	151	··..·container::·sphx-glr-footer·sphx-glr-footer-example

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./usr/share/doc/python-igraph-doc/html/_sources/tutorials/isomorphism.rst.txt ¶


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154	..·rst-class::·sphx-glr-timing	154	..·rst-class::·sphx-glr-timing

155	···Total·running·time·of·the·script:·(0·minutes·1.366·seconds)	155	···Total·running·time·of·the·script:·(0·minutes·1.364·seconds)


156	..·_sphx_glr_download_tutorials_isomorphism.py:	156	..·_sphx_glr_download_tutorials_isomorphism.py:

157	..·only::·html	157	..·only::·html

158	··..·container::·sphx-glr-footer·sphx-glr-footer-example	158	··..·container::·sphx-glr-footer·sphx-glr-footer-example

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./usr/share/doc/python-igraph-doc/html/_sources/tutorials/maxflow.rst.txt ¶


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121	..·rst-class::·sphx-glr-timing	121	..·rst-class::·sphx-glr-timing

122	···Total·running·time·of·the·script:·(0·minutes·0.496·seconds)	122	···Total·running·time·of·the·script:·(0·minutes·0.495·seconds)


123	..·_sphx_glr_download_tutorials_maxflow.py:	123	..·_sphx_glr_download_tutorials_maxflow.py:

124	..·only::·html	124	..·only::·html

125	··..·container::·sphx-glr-footer·sphx-glr-footer-example	125	··..·container::·sphx-glr-footer·sphx-glr-footer-example

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./usr/share/doc/python-igraph-doc/html/_sources/tutorials/minimum_spanning_trees.rst.txt ¶


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141	..·rst-class::·sphx-glr-timing	141	..·rst-class::·sphx-glr-timing

142	···Total·running·time·of·the·script:·(0·minutes·1.836·seconds)	142	···Total·running·time·of·the·script:·(0·minutes·1.839·seconds)


143	..·_sphx_glr_download_tutorials_minimum_spanning_trees.py:	143	..·_sphx_glr_download_tutorials_minimum_spanning_trees.py:

144	..·only::·html	144	..·only::·html

145	··..·container::·sphx-glr-footer·sphx-glr-footer-example	145	··..·container::·sphx-glr-footer·sphx-glr-footer-example

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./usr/share/doc/python-igraph-doc/html/_sources/tutorials/online_user_actions.rst.txt ¶


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245	..·rst-class::·sphx-glr-timing	245	..·rst-class::·sphx-glr-timing

246	···Total·running·time·of·the·script:·(0·minutes·1.~~859~~·seconds)	246	···Total·running·time·of·the·script:·(0·minutes·2.007·seconds)


247	..·_sphx_glr_download_tutorials_online_user_actions.py:	247	..·_sphx_glr_download_tutorials_online_user_actions.py:

248	..·only::·html	248	..·only::·html

249	··..·container::·sphx-glr-footer·sphx-glr-footer-example	249	··..·container::·sphx-glr-footer·sphx-glr-footer-example

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./usr/share/doc/python-igraph-doc/html/_sources/tutorials/quickstart.rst.txt ¶


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104	····#·Export·and·import·a·graph·as·a·GML·file.	104	····#·Export·and·import·a·graph·as·a·GML·file.
105	····g.save("social_network.gml")	105	····g.save("social_network.gml")
106	····g·=·ig.load("social_network.gml")	106	····g·=·ig.load("social_network.gml")


107	..·rst-class::·sphx-glr-timing	107	..·rst-class::·sphx-glr-timing

108	···Total·running·time·of·the·script:·(0·minutes·0.910·seconds)	108	···Total·running·time·of·the·script:·(0·minutes·1.119·seconds)


109	..·_sphx_glr_download_tutorials_quickstart.py:	109	..·_sphx_glr_download_tutorials_quickstart.py:

110	..·only::·html	110	..·only::·html

111	··..·container::·sphx-glr-footer·sphx-glr-footer-example	111	··..·container::·sphx-glr-footer·sphx-glr-footer-example

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./usr/share/doc/python-igraph-doc/html/_sources/tutorials/ring_animation.rst.txt ¶

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./usr/share/doc/python-igraph-doc/html/_sources/tutorials/shortest_path_visualisation.rst.txt ¶


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189	..·rst-class::·sphx-glr-timing	189	..·rst-class::·sphx-glr-timing

190	···Total·running·time·of·the·script:·(0·minutes·0.531·seconds)	190	···Total·running·time·of·the·script:·(0·minutes·0.544·seconds)


191	..·_sphx_glr_download_tutorials_shortest_path_visualisation.py:	191	..·_sphx_glr_download_tutorials_shortest_path_visualisation.py:

192	..·only::·html	192	..·only::·html

193	··..·container::·sphx-glr-footer·sphx-glr-footer-example	193	··..·container::·sphx-glr-footer·sphx-glr-footer-example

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./usr/share/doc/python-igraph-doc/html/_sources/tutorials/simplify.rst.txt ¶


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88	..·rst-class::·sphx-glr-script-out	88	..·rst-class::·sphx-glr-script-out

89	·..·code-block::·none	89	·..·code-block::·none


90	····<igraph.Graph·object·at·0xee~~d325~~30>	90	····<igraph.Graph·object·at·0xae5a8230>



91	..·GENERATED·FROM·PYTHON·SOURCE·LINES·38-40	91	..·GENERATED·FROM·PYTHON·SOURCE·LINES·38-40

92	We·can·then·proceed·to·plot·both·graphs·to·see·the·difference.·First,·let's	92	We·can·then·proceed·to·plot·both·graphs·to·see·the·difference.·First,·let's
93	choose·a·consistent·visual·style:	93	choose·a·consistent·visual·style:
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161	..·rst-class::·sphx-glr-timing	161	..·rst-class::·sphx-glr-timing

162	···Total·running·time·of·the·script:·(0·minutes·0.847·seconds)	162	···Total·running·time·of·the·script:·(0·minutes·0.836·seconds)


163	..·_sphx_glr_download_tutorials_simplify.py:	163	..·_sphx_glr_download_tutorials_simplify.py:

164	..·only::·html	164	..·only::·html

165	··..·container::·sphx-glr-footer·sphx-glr-footer-example	165	··..·container::·sphx-glr-footer·sphx-glr-footer-example

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./usr/share/doc/python-igraph-doc/html/_sources/tutorials/spanning_trees.rst.txt ¶


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161	..·note::	161	..·note::
162	··To·invert·the·y·axis·such·that·the·root·of·the·tree·is·on·top·of·the·plot,	162	··To·invert·the·y·axis·such·that·the·root·of·the·tree·is·on·top·of·the·plot,
163	··you·can·call·`ax.invert_yaxis()`·before·`plt.show()`.	163	··you·can·call·`ax.invert_yaxis()`·before·`plt.show()`.


164	..·rst-class::·sphx-glr-timing	164	..·rst-class::·sphx-glr-timing

165	···Total·running·time·of·the·script:·(0·minutes·2.353·seconds)	165	···Total·running·time·of·the·script:·(0·minutes·2.360·seconds)


166	..·_sphx_glr_download_tutorials_spanning_trees.py:	166	..·_sphx_glr_download_tutorials_spanning_trees.py:

167	..·only::·html	167	..·only::·html

168	··..·container::·sphx-glr-footer·sphx-glr-footer-example	168	··..·container::·sphx-glr-footer·sphx-glr-footer-example

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./usr/share/doc/python-igraph-doc/html/_sources/tutorials/topological_sort.rst.txt ¶


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179	..·rst-class::·sphx-glr-timing	179	..·rst-class::·sphx-glr-timing

180	···Total·running·time·of·the·script:·(0·minutes·0.542·seconds)	180	···Total·running·time·of·the·script:·(0·minutes·0.556·seconds)


181	..·_sphx_glr_download_tutorials_topological_sort.py:	181	..·_sphx_glr_download_tutorials_topological_sort.py:

182	..·only::·html	182	..·only::·html

183	··..·container::·sphx-glr-footer·sphx-glr-footer-example	183	··..·container::·sphx-glr-footer·sphx-glr-footer-example

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./usr/share/doc/python-igraph-doc/html/_sources/tutorials/visual_style.rst.txt ¶


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212	..·rst-class::·sphx-glr-timing	212	..·rst-class::·sphx-glr-timing

213	···Total·running·time·of·the·script:·(0·minutes·11.~~334~~·seconds)	213	···Total·running·time·of·the·script:·(0·minutes·10.766·seconds)


214	..·_sphx_glr_download_tutorials_visual_style.py:	214	..·_sphx_glr_download_tutorials_visual_style.py:

215	..·only::·html	215	..·only::·html

216	··..·container::·sphx-glr-footer·sphx-glr-footer-example	216	··..·container::·sphx-glr-footer·sphx-glr-footer-example

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./usr/share/doc/python-igraph-doc/html/_sources/tutorials/visualize_cliques.rst.txt ¶


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155	..·rst-class::·sphx-glr-timing	155	..·rst-class::·sphx-glr-timing

156	···Total·running·time·of·the·script:·(0·minutes·49.~~727~~·seconds)	156	···Total·running·time·of·the·script:·(0·minutes·48.961·seconds)


157	..·_sphx_glr_download_tutorials_visualize_cliques.py:	157	..·_sphx_glr_download_tutorials_visualize_cliques.py:

158	..·only::·html	158	..·only::·html

159	··..·container::·sphx-glr-footer·sphx-glr-footer-example	159	··..·container::·sphx-glr-footer·sphx-glr-footer-example

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./usr/share/doc/python-igraph-doc/html/_sources/tutorials/visualize_communities.rst.txt ¶


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153	For·an·example·on·how·to·generate·the·cluster·graph·from·a·vertex·cluster,	153	For·an·example·on·how·to·generate·the·cluster·graph·from·a·vertex·cluster,
154	check·out·:ref:`tutorials-cluster-graph`.	154	check·out·:ref:`tutorials-cluster-graph`.


155	..·rst-class::·sphx-glr-timing	155	..·rst-class::·sphx-glr-timing

156	···Total·running·time·of·the·script:·(0·minutes·2.491·seconds)	156	···Total·running·time·of·the·script:·(0·minutes·2.473·seconds)


157	..·_sphx_glr_download_tutorials_visualize_communities.py:	157	..·_sphx_glr_download_tutorials_visualize_communities.py:

158	..·only::·html	158	..·only::·html

159	··..·container::·sphx-glr-footer·sphx-glr-footer-example	159	··..·container::·sphx-glr-footer·sphx-glr-footer-example

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./usr/share/doc/python-igraph-doc/html/searchindex.js ¶

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4.85 KB

js-beautify {} ¶


Offset 455, 51 lines modified		Offset 455, 55 lines modified
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Offset 511, 93 lines modified		Offset 515, 90 lines modified
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./usr/share/doc/python-igraph-doc/html/tutorials/articulation_points.html ¶

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html2text {} ¶

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./usr/share/doc/python-igraph-doc/html/tutorials/betweenness.html ¶

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html2text {} ¶

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./usr/share/doc/python-igraph-doc/html/tutorials/bipartite_matching.html ¶


Offset 176, 18 lines modified		Offset 176, 18 lines modified
176	····<span·class="n">vertex_label</span><span·class="o">=</span><span·class="nb">range</span><span·class="p">(</span><span·class="n">g</span><span·class="o">.</span><span·class="n">vcount</span><span·class="p">()),</span>	176	····<span·class="n">vertex_label</span><span·class="o">=</span><span·class="nb">range</span><span·class="p">(</span><span·class="n">g</span><span·class="o">.</span><span·class="n">vcount</span><span·class="p">()),</span>
177	····<span·class="n">vertex_color</span><span·class="o">=</span><span·class="s2">"lightblue"</span><span·class="p">,</span>	177	····<span·class="n">vertex_color</span><span·class="o">=</span><span·class="s2">"lightblue"</span><span·class="p">,</span>
178	····<span·class="n">edge_width</span><span·class="o">=</span><span·class="p">[</span><span·class="mi">3</span>·<span·class="k">if</span>·<span·class="n">e</span><span·class="o">.</span><span·class="n">target</span>·<span·class="o">==</span>·<span·class="n">matching</span><span·class="o">.</span><span·class="n">match_of</span><span·class="p">(</span><span·class="n">e</span><span·class="o">.</span><span·class="n">source</span><span·class="p">)</span>·<span·class="k">else</span>·<span·class="mf">1.0</span>·<span·class="k">for</span>·<span·class="n">e</span>·<span·class="ow">in</span>·<span·class="n">g</span><span·class="o">.</span><span·class="n">es</span><span·class="p">],</span>	178	····<span·class="n">edge_width</span><span·class="o">=</span><span·class="p">[</span><span·class="mi">3</span>·<span·class="k">if</span>·<span·class="n">e</span><span·class="o">.</span><span·class="n">target</span>·<span·class="o">==</span>·<span·class="n">matching</span><span·class="o">.</span><span·class="n">match_of</span><span·class="p">(</span><span·class="n">e</span><span·class="o">.</span><span·class="n">source</span><span·class="p">)</span>·<span·class="k">else</span>·<span·class="mf">1.0</span>·<span·class="k">for</span>·<span·class="n">e</span>·<span·class="ow">in</span>·<span·class="n">g</span><span·class="o">.</span><span·class="n">es</span><span·class="p">],</span>
179	····<span·class="n">edge_color</span><span·class="o">=</span><span·class="p">[</span><span·class="s2">"red"</span>·<span·class="k">if</span>·<span·class="n">e</span><span·class="o">.</span><span·class="n">target</span>·<span·class="o">==</span>·<span·class="n">matching</span><span·class="o">.</span><span·class="n">match_of</span><span·class="p">(</span><span·class="n">e</span><span·class="o">.</span><span·class="n">source</span><span·class="p">)</span>·<span·class="k">else</span>·<span·class="s2">"black"</span>·<span·class="k">for</span>·<span·class="n">e</span>·<span·class="ow">in</span>·<span·class="n">g</span><span·class="o">.</span><span·class="n">es</span><span·class="p">]</span>	179	····<span·class="n">edge_color</span><span·class="o">=</span><span·class="p">[</span><span·class="s2">"red"</span>·<span·class="k">if</span>·<span·class="n">e</span><span·class="o">.</span><span·class="n">target</span>·<span·class="o">==</span>·<span·class="n">matching</span><span·class="o">.</span><span·class="n">match_of</span><span·class="p">(</span><span·class="n">e</span><span·class="o">.</span><span·class="n">source</span><span·class="p">)</span>·<span·class="k">else</span>·<span·class="s2">"black"</span>·<span·class="k">for</span>·<span·class="n">e</span>·<span·class="ow">in</span>·<span·class="n">g</span><span·class="o">.</span><span·class="n">es</span><span·class="p">]</span>
180	<span·class="p">)</span>	180	<span·class="p">)</span>
181	</pre></div>	181	</pre></div>
182	</div>	182	</div>
183	<img·src="../_images/sphx_glr_bipartite_matching_001.png"·srcset="../_images/sphx_glr_bipartite_matching_001.png"·alt="bipartite·matching"·class·=·"sphx-glr-single-img"/><div·class="sphx-glr-script-out·doctest·highlight-default·notranslate"><div·class="highlight"><pre><span></span><span·class="o"><</span><span·class="n">igraph</span><span·class="o">.</span><span·class="n">drawing</span><span·class="o">.</span><span·class="n">matplotlib</span><span·class="o">.</span><span·class="n">graph</span><span·class="o">.</span><span·class="n">GraphArtist</span>·<span·class="nb">object</span>·<span·class="n">at</span>·<span·class="mh">0x~~ec0b0fa8~~</span><span·class="o">></span>	183	<img·src="../_images/sphx_glr_bipartite_matching_001.png"·srcset="../_images/sphx_glr_bipartite_matching_001.png"·alt="bipartite·matching"·class·=·"sphx-glr-single-img"/><div·class="sphx-glr-script-out·doctest·highlight-default·notranslate"><div·class="highlight"><pre><span></span><span·class="o"><</span><span·class="n">igraph</span><span·class="o">.</span><span·class="n">drawing</span><span·class="o">.</span><span·class="n">matplotlib</span><span·class="o">.</span><span·class="n">graph</span><span·class="o">.</span><span·class="n">GraphArtist</span>·<span·class="nb">object</span>·<span·class="n">at</span>·<span·class="mh">0xab8617e0</span><span·class="o">></span>
184	</pre></div>	184	</pre></div>
185	</div>	185	</div>
186	<p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(0·minutes·0.680·seconds)</p>	186	<p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(0·minutes·0.683·seconds)</p>
187	<div·class="sphx-glr-footer·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-tutorials-bipartite-matching-py">	187	<div·class="sphx-glr-footer·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-tutorials-bipartite-matching-py">
188	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">	188	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">
189	<p><a·class="reference·download·internal"·download=""·href="../_downloads/9614fc864a096647cd89cc7ebaeb102a/bipartite_matching.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">bipartite_matching.ipynb</span></code></a></p>	189	<p><a·class="reference·download·internal"·download=""·href="../_downloads/9614fc864a096647cd89cc7ebaeb102a/bipartite_matching.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">bipartite_matching.ipynb</span></code></a></p>
190	</div>	190	</div>
191	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">	191	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">
192	<p><a·class="reference·download·internal"·download=""·href="../_downloads/b91a50f4a4f6f4db7b965cf323d29344/bipartite_matching.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">bipartite_matching.py</span></code></a></p>	192	<p><a·class="reference·download·internal"·download=""·href="../_downloads/b91a50f4a4f6f4db7b965cf323d29344/bipartite_matching.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">bipartite_matching.py</span></code></a></p>
193	</div>	193	</div>

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Offset 237, 15 lines modified		Offset 237, 15 lines modified
237	····title='Community:',	237	····title='Community:',
238	····bbox_to_anchor=(0,·1.0),	238	····bbox_to_anchor=(0,·1.0),
239	····bbox_transform=ax2.transAxes,	239	····bbox_transform=ax2.transAxes,
240	)	240	)

241	fig2.set_size_inches(10,·10)	241	fig2.set_size_inches(10,·10)
242	[cluster·contraction]	242	[cluster·contraction]
243	T\x8To\x8ot\x8ta\x8al\x8l·r\x8ru\x8un\x8nn\x8ni\x8in\x8ng\x8g·t\x8ti\x8im\x8me\x8e·o\x8of\x8f·t\x8th\x8he\x8e·s\x8sc\x8cr\x8ri\x8ip\x8pt\x8t:\x8:·(0·minutes·7.604·seconds)	243	T\x8To\x8ot\x8ta\x8al\x8l·r\x8ru\x8un\x8nn\x8ni\x8in\x8ng\x8g·t\x8ti\x8im\x8me\x8e·o\x8of\x8f·t\x8th\x8he\x8e·s\x8sc\x8cr\x8ri\x8ip\x8pt\x8t:\x8:·(0·minutes·8.160·seconds)
244	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8J_\x8u_\x8p_\x8y_\x8t_\x8e_\x8r_\x8·_\x8n_\x8o_\x8t_\x8e_\x8b_\x8o_\x8o_\x8k_\x8:_\x8·_\x8c_\x8l_\x8u_\x8s_\x8t_\x8e_\x8r_\x8__\x8c_\x8o_\x8n_\x8t_\x8r_\x8a_\x8c_\x8t_\x8i_\x8o_\x8n_\x8._\x8i_\x8p_\x8y_\x8n_\x8b	244	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8J_\x8u_\x8p_\x8y_\x8t_\x8e_\x8r_\x8·_\x8n_\x8o_\x8t_\x8e_\x8b_\x8o_\x8o_\x8k_\x8:_\x8·_\x8c_\x8l_\x8u_\x8s_\x8t_\x8e_\x8r_\x8__\x8c_\x8o_\x8n_\x8t_\x8r_\x8a_\x8c_\x8t_\x8i_\x8o_\x8n_\x8._\x8i_\x8p_\x8y_\x8n_\x8b
245	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8P_\x8y_\x8t_\x8h_\x8o_\x8n_\x8·_\x8s_\x8o_\x8u_\x8r_\x8c_\x8e_\x8·_\x8c_\x8o_\x8d_\x8e_\x8:_\x8·_\x8c_\x8l_\x8u_\x8s_\x8t_\x8e_\x8r_\x8__\x8c_\x8o_\x8n_\x8t_\x8r_\x8a_\x8c_\x8t_\x8i_\x8o_\x8n_\x8._\x8p_\x8y	245	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8P_\x8y_\x8t_\x8h_\x8o_\x8n_\x8·_\x8s_\x8o_\x8u_\x8r_\x8c_\x8e_\x8·_\x8c_\x8o_\x8d_\x8e_\x8:_\x8·_\x8c_\x8l_\x8u_\x8s_\x8t_\x8e_\x8r_\x8__\x8c_\x8o_\x8n_\x8t_\x8r_\x8a_\x8c_\x8t_\x8i_\x8o_\x8n_\x8._\x8p_\x8y
246	_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y_\x8·_\x8g_\x8e_\x8n_\x8e_\x8r_\x8a_\x8t_\x8e_\x8d_\x8·_\x8b_\x8y_\x8·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x_\x8-_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y	246	_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y_\x8·_\x8g_\x8e_\x8n_\x8e_\x8r_\x8a_\x8t_\x8e_\x8d_\x8·_\x8b_\x8y_\x8·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x_\x8-_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y
247	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s·_\x8N_\x8e_\x8x_\x8t	247	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s·_\x8N_\x8e_\x8x_\x8t
248	===============================================================================	248	===============================================================================
249	©·Copyright·2010-2024,·The·igraph·development·team.	249	©·Copyright·2010-2024,·The·igraph·development·team.
250	Built·with·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x·using·a·_\x8t_\x8h_\x8e_\x8m_\x8e·provided·by·_\x8R_\x8e_\x8a_\x8d_\x8·_\x8t_\x8h_\x8e_\x8·_\x8D_\x8o_\x8c_\x8s.	250	Built·with·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x·using·a·_\x8t_\x8h_\x8e_\x8m_\x8e·provided·by·_\x8R_\x8e_\x8a_\x8d_\x8·_\x8t_\x8h_\x8e_\x8·_\x8D_\x8o_\x8c_\x8s.

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Offset 77, 15 lines modified		Offset 77, 15 lines modified
77	Note	77	Note
78	You·can·have·multiple·config·files:·specify·each·location·via·ig.config.save	78	You·can·have·multiple·config·files:·specify·each·location·via·ig.config.save
79	("./path/to/config/file").·To·load·a·specific·config,·import·igraph·and·then	79	("./path/to/config/file").·To·load·a·specific·config,·import·igraph·and·then
80	call·ig.config.load("./path/to/config/file")	80	call·ig.config.load("./path/to/config/file")
81	Note	81	Note
82	To·use·a·consistent·style·between·individual·plots·(e.g.·vertex·sizes,·colors,	82	To·use·a·consistent·style·between·individual·plots·(e.g.·vertex·sizes,·colors,
83	layout·etc.)·check·out·_\x8V_\x8i_\x8s_\x8u_\x8a_\x8l_\x8·_\x8s_\x8t_\x8y_\x8l_\x8i_\x8n_\x8g.	83	layout·etc.)·check·out·_\x8V_\x8i_\x8s_\x8u_\x8a_\x8l_\x8·_\x8s_\x8t_\x8y_\x8l_\x8i_\x8n_\x8g.
84	T\x8To\x8ot\x8ta\x8al\x8l·r\x8ru\x8un\x8nn\x8ni\x8in\x8ng\x8g·t\x8ti\x8im\x8me\x8e·o\x8of\x8f·t\x8th\x8he\x8e·s\x8sc\x8cr\x8ri\x8ip\x8pt\x8t:\x8:·(0·minutes·6.~~392~~·seconds)	84	T\x8To\x8ot\x8ta\x8al\x8l·r\x8ru\x8un\x8nn\x8ni\x8in\x8ng\x8g·t\x8ti\x8im\x8me\x8e·o\x8of\x8f·t\x8th\x8he\x8e·s\x8sc\x8cr\x8ri\x8ip\x8pt\x8t:\x8:·(0·minutes·6.728·seconds)
85	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8J_\x8u_\x8p_\x8y_\x8t_\x8e_\x8r_\x8·_\x8n_\x8o_\x8t_\x8e_\x8b_\x8o_\x8o_\x8k_\x8:_\x8·_\x8c_\x8o_\x8n_\x8f_\x8i_\x8g_\x8u_\x8r_\x8a_\x8t_\x8i_\x8o_\x8n_\x8._\x8i_\x8p_\x8y_\x8n_\x8b	85	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8J_\x8u_\x8p_\x8y_\x8t_\x8e_\x8r_\x8·_\x8n_\x8o_\x8t_\x8e_\x8b_\x8o_\x8o_\x8k_\x8:_\x8·_\x8c_\x8o_\x8n_\x8f_\x8i_\x8g_\x8u_\x8r_\x8a_\x8t_\x8i_\x8o_\x8n_\x8._\x8i_\x8p_\x8y_\x8n_\x8b
86	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8P_\x8y_\x8t_\x8h_\x8o_\x8n_\x8·_\x8s_\x8o_\x8u_\x8r_\x8c_\x8e_\x8·_\x8c_\x8o_\x8d_\x8e_\x8:_\x8·_\x8c_\x8o_\x8n_\x8f_\x8i_\x8g_\x8u_\x8r_\x8a_\x8t_\x8i_\x8o_\x8n_\x8._\x8p_\x8y	86	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8P_\x8y_\x8t_\x8h_\x8o_\x8n_\x8·_\x8s_\x8o_\x8u_\x8r_\x8c_\x8e_\x8·_\x8c_\x8o_\x8d_\x8e_\x8:_\x8·_\x8c_\x8o_\x8n_\x8f_\x8i_\x8g_\x8u_\x8r_\x8a_\x8t_\x8i_\x8o_\x8n_\x8._\x8p_\x8y
87	_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y_\x8·_\x8g_\x8e_\x8n_\x8e_\x8r_\x8a_\x8t_\x8e_\x8d_\x8·_\x8b_\x8y_\x8·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x_\x8-_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y	87	_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y_\x8·_\x8g_\x8e_\x8n_\x8e_\x8r_\x8a_\x8t_\x8e_\x8d_\x8·_\x8b_\x8y_\x8·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x_\x8-_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y
88	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s·_\x8N_\x8e_\x8x_\x8t	88	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s·_\x8N_\x8e_\x8x_\x8t
89	===============================================================================	89	===============================================================================
90	©·Copyright·2010-2024,·The·igraph·development·team.	90	©·Copyright·2010-2024,·The·igraph·development·team.
91	Built·with·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x·using·a·_\x8t_\x8h_\x8e_\x8m_\x8e·provided·by·_\x8R_\x8e_\x8a_\x8d_\x8·_\x8t_\x8h_\x8e_\x8·_\x8D_\x8o_\x8c_\x8s.	91	Built·with·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x·using·a·_\x8t_\x8h_\x8e_\x8m_\x8e·provided·by·_\x8R_\x8e_\x8a_\x8d_\x8·_\x8t_\x8h_\x8e_\x8·_\x8D_\x8o_\x8c_\x8s.

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Offset 69, 15 lines modified		Offset 69, 15 lines modified
69	)	69	)
70	plt.show()	70	plt.show()
71	[connected·components]	71	[connected·components]
72	Note	72	Note
73	We·use·the·integers·from·0·to·200·instead·of·0·to·255·in·our·vertex·colors,	73	We·use·the·integers·from·0·to·200·instead·of·0·to·255·in·our·vertex·colors,
74	since·255·in·the·_\x8i_\x8g_\x8r_\x8a_\x8p_\x8h_\x8._\x8d_\x8r_\x8a_\x8w_\x8i_\x8n_\x8g_\x8._\x8c_\x8o_\x8l_\x8o_\x8r_\x8s_\x8._\x8R_\x8a_\x8i_\x8n_\x8b_\x8o_\x8w_\x8P_\x8a_\x8l_\x8e_\x8t_\x8t_\x8e·corresponds·to·looping	74	since·255·in·the·_\x8i_\x8g_\x8r_\x8a_\x8p_\x8h_\x8._\x8d_\x8r_\x8a_\x8w_\x8i_\x8n_\x8g_\x8._\x8c_\x8o_\x8l_\x8o_\x8r_\x8s_\x8._\x8R_\x8a_\x8i_\x8n_\x8b_\x8o_\x8w_\x8P_\x8a_\x8l_\x8e_\x8t_\x8t_\x8e·corresponds·to·looping
75	back·to·red.·This·gives·us·nicely·distinct·hues.	75	back·to·red.·This·gives·us·nicely·distinct·hues.
76	T\x8To\x8ot\x8ta\x8al\x8l·r\x8ru\x8un\x8nn\x8ni\x8in\x8ng\x8g·t\x8ti\x8im\x8me\x8e·o\x8of\x8f·t\x8th\x8he\x8e·s\x8sc\x8cr\x8ri\x8ip\x8pt\x8t:\x8:·(0·minutes·3.~~237~~·seconds)	76	T\x8To\x8ot\x8ta\x8al\x8l·r\x8ru\x8un\x8nn\x8ni\x8in\x8ng\x8g·t\x8ti\x8im\x8me\x8e·o\x8of\x8f·t\x8th\x8he\x8e·s\x8sc\x8cr\x8ri\x8ip\x8pt\x8t:\x8:·(0·minutes·3.311·seconds)
77	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8J_\x8u_\x8p_\x8y_\x8t_\x8e_\x8r_\x8·_\x8n_\x8o_\x8t_\x8e_\x8b_\x8o_\x8o_\x8k_\x8:_\x8·_\x8c_\x8o_\x8n_\x8n_\x8e_\x8c_\x8t_\x8e_\x8d_\x8__\x8c_\x8o_\x8m_\x8p_\x8o_\x8n_\x8e_\x8n_\x8t_\x8s_\x8._\x8i_\x8p_\x8y_\x8n_\x8b	77	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8J_\x8u_\x8p_\x8y_\x8t_\x8e_\x8r_\x8·_\x8n_\x8o_\x8t_\x8e_\x8b_\x8o_\x8o_\x8k_\x8:_\x8·_\x8c_\x8o_\x8n_\x8n_\x8e_\x8c_\x8t_\x8e_\x8d_\x8__\x8c_\x8o_\x8m_\x8p_\x8o_\x8n_\x8e_\x8n_\x8t_\x8s_\x8._\x8i_\x8p_\x8y_\x8n_\x8b
78	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8P_\x8y_\x8t_\x8h_\x8o_\x8n_\x8·_\x8s_\x8o_\x8u_\x8r_\x8c_\x8e_\x8·_\x8c_\x8o_\x8d_\x8e_\x8:_\x8·_\x8c_\x8o_\x8n_\x8n_\x8e_\x8c_\x8t_\x8e_\x8d_\x8__\x8c_\x8o_\x8m_\x8p_\x8o_\x8n_\x8e_\x8n_\x8t_\x8s_\x8._\x8p_\x8y	78	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8P_\x8y_\x8t_\x8h_\x8o_\x8n_\x8·_\x8s_\x8o_\x8u_\x8r_\x8c_\x8e_\x8·_\x8c_\x8o_\x8d_\x8e_\x8:_\x8·_\x8c_\x8o_\x8n_\x8n_\x8e_\x8c_\x8t_\x8e_\x8d_\x8__\x8c_\x8o_\x8m_\x8p_\x8o_\x8n_\x8e_\x8n_\x8t_\x8s_\x8._\x8p_\x8y
79	_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y_\x8·_\x8g_\x8e_\x8n_\x8e_\x8r_\x8a_\x8t_\x8e_\x8d_\x8·_\x8b_\x8y_\x8·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x_\x8-_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y	79	_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y_\x8·_\x8g_\x8e_\x8n_\x8e_\x8r_\x8a_\x8t_\x8e_\x8d_\x8·_\x8b_\x8y_\x8·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x_\x8-_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y
80	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s·_\x8N_\x8e_\x8x_\x8t	80	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s·_\x8N_\x8e_\x8x_\x8t
81	===============================================================================	81	===============================================================================
82	©·Copyright·2010-2024,·The·igraph·development·team.	82	©·Copyright·2010-2024,·The·igraph·development·team.
83	Built·with·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x·using·a·_\x8t_\x8h_\x8e_\x8m_\x8e·provided·by·_\x8R_\x8e_\x8a_\x8d_\x8·_\x8t_\x8h_\x8e_\x8·_\x8D_\x8o_\x8c_\x8s.	83	Built·with·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x·using·a·_\x8t_\x8h_\x8e_\x8m_\x8e·provided·by·_\x8R_\x8e_\x8a_\x8d_\x8·_\x8t_\x8h_\x8e_\x8·_\x8D_\x8o_\x8c_\x8s.

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./usr/share/doc/python-igraph-doc/html/tutorials/delaunay-triangulation.html ¶


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160	</div>	160	</div>
161	<p>Because·adjacent·triangles·share·an·edge/side,·the·graph·now·contains·some	161	<p>Because·adjacent·triangles·share·an·edge/side,·the·graph·now·contains·some
162	edges·more·than·once.·It’s·useful·to·simplify·the·graph·to·get·rid·of·those	162	edges·more·than·once.·It’s·useful·to·simplify·the·graph·to·get·rid·of·those
163	multiedges,·keeping·each·side·only·once:</p>	163	multiedges,·keeping·each·side·only·once:</p>
164	<div·class="doctest·highlight-default·notranslate"><div·class="highlight"><pre><span></span><span·class="n">g</span><span·class="o">.</span><span·class="n">simplify</span><span·class="p">()</span>	164	<div·class="doctest·highlight-default·notranslate"><div·class="highlight"><pre><span></span><span·class="n">g</span><span·class="o">.</span><span·class="n">simplify</span><span·class="p">()</span>
165	</pre></div>	165	</pre></div>
166	</div>	166	</div>
167	<div·class="sphx-glr-script-out·doctest·highlight-default·notranslate"><div·class="highlight"><pre><span></span><span·class="o"><</span><span·class="n">igraph</span><span·class="o">.</span><span·class="n">Graph</span>·<span·class="nb">object</span>·<span·class="n">at</span>·<span·class="mh">0xee~~d5e33~~0</span><span·class="o">></span>	167	<div·class="sphx-glr-script-out·doctest·highlight-default·notranslate"><div·class="highlight"><pre><span></span><span·class="o"><</span><span·class="n">igraph</span><span·class="o">.</span><span·class="n">Graph</span>·<span·class="nb">object</span>·<span·class="n">at</span>·<span·class="mh">0xae439eb0</span><span·class="o">></span>
168	</pre></div>	168	</pre></div>
169	</div>	169	</div>
170	<p>Finally,·plotting·the·graph·gives·a·good·idea·of·what·the·triangulation·looks	170	<p>Finally,·plotting·the·graph·gives·a·good·idea·of·what·the·triangulation·looks
171	like:</p>	171	like:</p>
172	<div·class="doctest·highlight-default·notranslate"><div·class="highlight"><pre><span></span><span·class="n">fig</span><span·class="p">,</span>·<span·class="n">ax</span>·<span·class="o">=</span>·<span·class="n">plt</span><span·class="o">.</span><span·class="n">subplots</span><span·class="p">()</span>	172	<div·class="doctest·highlight-default·notranslate"><div·class="highlight"><pre><span></span><span·class="n">fig</span><span·class="p">,</span>·<span·class="n">ax</span>·<span·class="o">=</span>·<span·class="n">plt</span><span·class="o">.</span><span·class="n">subplots</span><span·class="p">()</span>
173	<span·class="n">ig</span><span·class="o">.</span><span·class="n">plot</span><span·class="p">(</span>	173	<span·class="n">ig</span><span·class="o">.</span><span·class="n">plot</span><span·class="p">(</span>
174	····<span·class="n">g</span><span·class="p">,</span>	174	····<span·class="n">g</span><span·class="p">,</span>
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212	····<span·class="n">edge_width</span><span·class="o">=</span><span·class="mf">0.2</span><span·class="p">,</span>	212	····<span·class="n">edge_width</span><span·class="o">=</span><span·class="mf">0.2</span><span·class="p">,</span>
213	····<span·class="n">edge_color</span><span·class="o">=</span><span·class="s2">"white"</span><span·class="p">,</span>	213	····<span·class="n">edge_color</span><span·class="o">=</span><span·class="s2">"white"</span><span·class="p">,</span>
214	<span·class="p">)</span>	214	<span·class="p">)</span>
215	<span·class="n">ax</span><span·class="o">.</span><span·class="n">set</span><span·class="p">(</span><span·class="n">xlim</span><span·class="o">=</span><span·class="p">(</span><span·class="mi">0</span><span·class="p">,</span>·<span·class="mi">1</span><span·class="p">),</span>·<span·class="n">ylim</span><span·class="o">=</span><span·class="p">(</span><span·class="mi">0</span><span·class="p">,</span>·<span·class="mi">1</span><span·class="p">))</span>	215	<span·class="n">ax</span><span·class="o">.</span><span·class="n">set</span><span·class="p">(</span><span·class="n">xlim</span><span·class="o">=</span><span·class="p">(</span><span·class="mi">0</span><span·class="p">,</span>·<span·class="mi">1</span><span·class="p">),</span>·<span·class="n">ylim</span><span·class="o">=</span><span·class="p">(</span><span·class="mi">0</span><span·class="p">,</span>·<span·class="mi">1</span><span·class="p">))</span>
216	<span·class="n">plt</span><span·class="o">.</span><span·class="n">show</span><span·class="p">()</span>	216	<span·class="n">plt</span><span·class="o">.</span><span·class="n">show</span><span·class="p">()</span>
217	</pre></div>	217	</pre></div>
218	</div>	218	</div>
219	<img·src="../_images/sphx_glr_delaunay-triangulation_002.png"·srcset="../_images/sphx_glr_delaunay-triangulation_002.png"·alt="delaunay·triangulation"·class·=·"sphx-glr-single-img"/><p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(0·minutes·3.434·seconds)</p>	219	<img·src="../_images/sphx_glr_delaunay-triangulation_002.png"·srcset="../_images/sphx_glr_delaunay-triangulation_002.png"·alt="delaunay·triangulation"·class·=·"sphx-glr-single-img"/><p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(0·minutes·3.423·seconds)</p>
220	<div·class="sphx-glr-footer·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-tutorials-delaunay-triangulation-py">	220	<div·class="sphx-glr-footer·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-tutorials-delaunay-triangulation-py">
221	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">	221	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">
222	<p><a·class="reference·download·internal"·download=""·href="../_downloads/84b5535aec2782912ca65d8fb310e523/delaunay-triangulation.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">delaunay-triangulation.ipynb</span></code></a></p>	222	<p><a·class="reference·download·internal"·download=""·href="../_downloads/84b5535aec2782912ca65d8fb310e523/delaunay-triangulation.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">delaunay-triangulation.ipynb</span></code></a></p>
223	</div>	223	</div>
224	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">	224	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">
225	<p><a·class="reference·download·internal"·download=""·href="../_downloads/e325ba6738c8eb1cffd598c9bd3b4f77/delaunay-triangulation.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">delaunay-triangulation.py</span></code></a></p>	225	<p><a·class="reference·download·internal"·download=""·href="../_downloads/e325ba6738c8eb1cffd598c9bd3b4f77/delaunay-triangulation.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">delaunay-triangulation.py</span></code></a></p>
226	</div>	226	</div>

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html2text {} ¶


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71	········(tri[1],·tri[2]),	71	········(tri[1],·tri[2]),
72	········(tri[0],·tri[2]),	72	········(tri[0],·tri[2]),
73	····])	73	····])
74	Because·adjacent·triangles·share·an·edge/side,·the·graph·now·contains·some	74	Because·adjacent·triangles·share·an·edge/side,·the·graph·now·contains·some
75	edges·more·than·once.·It’s·useful·to·simplify·the·graph·to·get·rid·of·those	75	edges·more·than·once.·It’s·useful·to·simplify·the·graph·to·get·rid·of·those
76	multiedges,·keeping·each·side·only·once:	76	multiedges,·keeping·each·side·only·once:
77	g.simplify()	77	g.simplify()
78	<igraph.Graph·object·at·0xee~~d5e33~~0>	78	<igraph.Graph·object·at·0xae439eb0>
79	Finally,·plotting·the·graph·gives·a·good·idea·of·what·the·triangulation·looks	79	Finally,·plotting·the·graph·gives·a·good·idea·of·what·the·triangulation·looks
80	like:	80	like:
81	fig,·ax·=·plt.subplots()	81	fig,·ax·=·plt.subplots()
82	ig.plot(	82	ig.plot(
83	····g,	83	····g,
84	····layout=layout,	84	····layout=layout,
85	····target=ax,	85	····target=ax,
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114	····vertex_size=0,	114	····vertex_size=0,
115	····edge_width=0.2,	115	····edge_width=0.2,
116	····edge_color="white",	116	····edge_color="white",
117	)	117	)
118	ax.set(xlim=(0,·1),·ylim=(0,·1))	118	ax.set(xlim=(0,·1),·ylim=(0,·1))
119	plt.show()	119	plt.show()
120	[delaunay·triangulation]	120	[delaunay·triangulation]
121	T\x8To\x8ot\x8ta\x8al\x8l·r\x8ru\x8un\x8nn\x8ni\x8in\x8ng\x8g·t\x8ti\x8im\x8me\x8e·o\x8of\x8f·t\x8th\x8he\x8e·s\x8sc\x8cr\x8ri\x8ip\x8pt\x8t:\x8:·(0·minutes·3.434·seconds)	121	T\x8To\x8ot\x8ta\x8al\x8l·r\x8ru\x8un\x8nn\x8ni\x8in\x8ng\x8g·t\x8ti\x8im\x8me\x8e·o\x8of\x8f·t\x8th\x8he\x8e·s\x8sc\x8cr\x8ri\x8ip\x8pt\x8t:\x8:·(0·minutes·3.423·seconds)
122	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8J_\x8u_\x8p_\x8y_\x8t_\x8e_\x8r_\x8·_\x8n_\x8o_\x8t_\x8e_\x8b_\x8o_\x8o_\x8k_\x8:_\x8·_\x8d_\x8e_\x8l_\x8a_\x8u_\x8n_\x8a_\x8y_\x8-_\x8t_\x8r_\x8i_\x8a_\x8n_\x8g_\x8u_\x8l_\x8a_\x8t_\x8i_\x8o_\x8n_\x8._\x8i_\x8p_\x8y_\x8n_\x8b	122	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8J_\x8u_\x8p_\x8y_\x8t_\x8e_\x8r_\x8·_\x8n_\x8o_\x8t_\x8e_\x8b_\x8o_\x8o_\x8k_\x8:_\x8·_\x8d_\x8e_\x8l_\x8a_\x8u_\x8n_\x8a_\x8y_\x8-_\x8t_\x8r_\x8i_\x8a_\x8n_\x8g_\x8u_\x8l_\x8a_\x8t_\x8i_\x8o_\x8n_\x8._\x8i_\x8p_\x8y_\x8n_\x8b
123	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8P_\x8y_\x8t_\x8h_\x8o_\x8n_\x8·_\x8s_\x8o_\x8u_\x8r_\x8c_\x8e_\x8·_\x8c_\x8o_\x8d_\x8e_\x8:_\x8·_\x8d_\x8e_\x8l_\x8a_\x8u_\x8n_\x8a_\x8y_\x8-_\x8t_\x8r_\x8i_\x8a_\x8n_\x8g_\x8u_\x8l_\x8a_\x8t_\x8i_\x8o_\x8n_\x8._\x8p_\x8y	123	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8P_\x8y_\x8t_\x8h_\x8o_\x8n_\x8·_\x8s_\x8o_\x8u_\x8r_\x8c_\x8e_\x8·_\x8c_\x8o_\x8d_\x8e_\x8:_\x8·_\x8d_\x8e_\x8l_\x8a_\x8u_\x8n_\x8a_\x8y_\x8-_\x8t_\x8r_\x8i_\x8a_\x8n_\x8g_\x8u_\x8l_\x8a_\x8t_\x8i_\x8o_\x8n_\x8._\x8p_\x8y
124	_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y_\x8·_\x8g_\x8e_\x8n_\x8e_\x8r_\x8a_\x8t_\x8e_\x8d_\x8·_\x8b_\x8y_\x8·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x_\x8-_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y	124	_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y_\x8·_\x8g_\x8e_\x8n_\x8e_\x8r_\x8a_\x8t_\x8e_\x8d_\x8·_\x8b_\x8y_\x8·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x_\x8-_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y
125	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s·_\x8N_\x8e_\x8x_\x8t	125	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s·_\x8N_\x8e_\x8x_\x8t
126	===============================================================================	126	===============================================================================
127	©·Copyright·2010-2024,·The·igraph·development·team.	127	©·Copyright·2010-2024,·The·igraph·development·team.
128	Built·with·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x·using·a·_\x8t_\x8h_\x8e_\x8m_\x8e·provided·by·_\x8R_\x8e_\x8a_\x8d_\x8·_\x8t_\x8h_\x8e_\x8·_\x8D_\x8o_\x8c_\x8s.	128	Built·with·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x·using·a·_\x8t_\x8h_\x8e_\x8m_\x8e·provided·by·_\x8R_\x8e_\x8a_\x8d_\x8·_\x8t_\x8h_\x8e_\x8·_\x8D_\x8o_\x8c_\x8s.

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69	····vertex_size=15,	69	····vertex_size=15,
70	····vertex_color="grey",	70	····vertex_color="grey",
71	····edge_color="#222",	71	····edge_color="#222",
72	····edge_width=1,	72	····edge_width=1,
73	)	73	)
74	plt.show()	74	plt.show()
75	[generate·dag]	75	[generate·dag]
76	T\x8To\x8ot\x8ta\x8al\x8l·r\x8ru\x8un\x8nn\x8ni\x8in\x8ng\x8g·t\x8ti\x8im\x8me\x8e·o\x8of\x8f·t\x8th\x8he\x8e·s\x8sc\x8cr\x8ri\x8ip\x8pt\x8t:\x8:·(0·minutes·2.038·seconds)	76	T\x8To\x8ot\x8ta\x8al\x8l·r\x8ru\x8un\x8nn\x8ni\x8in\x8ng\x8g·t\x8ti\x8im\x8me\x8e·o\x8of\x8f·t\x8th\x8he\x8e·s\x8sc\x8cr\x8ri\x8ip\x8pt\x8t:\x8:·(0·minutes·2.044·seconds)
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78	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8P_\x8y_\x8t_\x8h_\x8o_\x8n_\x8·_\x8s_\x8o_\x8u_\x8r_\x8c_\x8e_\x8·_\x8c_\x8o_\x8d_\x8e_\x8:_\x8·_\x8g_\x8e_\x8n_\x8e_\x8r_\x8a_\x8t_\x8e_\x8__\x8d_\x8a_\x8g_\x8._\x8p_\x8y	78	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8P_\x8y_\x8t_\x8h_\x8o_\x8n_\x8·_\x8s_\x8o_\x8u_\x8r_\x8c_\x8e_\x8·_\x8c_\x8o_\x8d_\x8e_\x8:_\x8·_\x8g_\x8e_\x8n_\x8e_\x8r_\x8a_\x8t_\x8e_\x8__\x8d_\x8a_\x8g_\x8._\x8p_\x8y
79	_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y_\x8·_\x8g_\x8e_\x8n_\x8e_\x8r_\x8a_\x8t_\x8e_\x8d_\x8·_\x8b_\x8y_\x8·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x_\x8-_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y	79	_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y_\x8·_\x8g_\x8e_\x8n_\x8e_\x8r_\x8a_\x8t_\x8e_\x8d_\x8·_\x8b_\x8y_\x8·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x_\x8-_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y
80	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s·_\x8N_\x8e_\x8x_\x8t	80	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s·_\x8N_\x8e_\x8x_\x8t
81	===============================================================================	81	===============================================================================
82	©·Copyright·2010-2024,·The·igraph·development·team.	82	©·Copyright·2010-2024,·The·igraph·development·team.
83	Built·with·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x·using·a·_\x8t_\x8h_\x8e_\x8m_\x8e·provided·by·_\x8R_\x8e_\x8a_\x8d_\x8·_\x8t_\x8h_\x8e_\x8·_\x8D_\x8o_\x8c_\x8s.	83	Built·with·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x·using·a·_\x8t_\x8h_\x8e_\x8m_\x8e·provided·by·_\x8R_\x8e_\x8a_\x8d_\x8·_\x8t_\x8h_\x8e_\x8·_\x8D_\x8o_\x8c_\x8s.

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./usr/share/doc/python-igraph-doc/html/tutorials/ring_animation.html ¶


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372	.anim-state·input·{	372	.anim-state·input·{
373	····margin:·0;	373	····margin:·0;
374	····vertical-align:·middle;	374	····vertical-align:·middle;
375	}	375	}
376	</style>	376	</style>

377	<div·class="animation">	377	<div·class="animation">
378	··<img·id="_anim_img~~c4cfaa5fbc81~~45fe80~~bf5138049c~~2~~e2d~~">	378	··<img·id="_anim_imgb512bbb5c43d49de90cc83eea0e22119">
379	··<div·class="anim-controls">	379	··<div·class="anim-controls">
380	····<input·id="_anim_slider~~c4cfaa5fbc81~~45fe80~~bf5138049c~~2~~e2d~~"·type="range"·class="anim-slider"	380	····<input·id="_anim_sliderb512bbb5c43d49de90cc83eea0e22119"·type="range"·class="anim-slider"
381	···········name="points"·min="0"·max="1"·step="1"·value="0"	381	···········name="points"·min="0"·max="1"·step="1"·value="0"
382	···········oninput="anim~~c4cfaa5fbc81~~45fe80~~bf5138049c~~2~~e2d~~.set_frame(parseInt(this.value));">	382	···········oninput="animb512bbb5c43d49de90cc83eea0e22119.set_frame(parseInt(this.value));">
383	····<div·class="anim-buttons">	383	····<div·class="anim-buttons">
384	······<button·title="Decrease·speed"·aria-label="Decrease·speed"·onclick="anim~~c4cfaa5fbc81~~45fe80~~bf5138049c~~2~~e2d~~.slower()">	384	······<button·title="Decrease·speed"·aria-label="Decrease·speed"·onclick="animb512bbb5c43d49de90cc83eea0e22119.slower()">
385	··········<i·class="fa·fa-minus"></i></button>	385	··········<i·class="fa·fa-minus"></i></button>
386	······<button·title="First·frame"·aria-label="First·frame"·onclick="anim~~c4cfaa5fbc81~~45fe80~~bf5138049c~~2~~e2d~~.first_frame()">	386	······<button·title="First·frame"·aria-label="First·frame"·onclick="animb512bbb5c43d49de90cc83eea0e22119.first_frame()">
387	········<i·class="fa·fa-fast-backward"></i></button>	387	········<i·class="fa·fa-fast-backward"></i></button>
388	······<button·title="Previous·frame"·aria-label="Previous·frame"·onclick="anim~~c4cfaa5fbc81~~45fe80~~bf5138049c~~2~~e2d~~.previous_frame()">	388	······<button·title="Previous·frame"·aria-label="Previous·frame"·onclick="animb512bbb5c43d49de90cc83eea0e22119.previous_frame()">
389	··········<i·class="fa·fa-step-backward"></i></button>	389	··········<i·class="fa·fa-step-backward"></i></button>
390	······<button·title="Play·backwards"·aria-label="Play·backwards"·onclick="anim~~c4cfaa5fbc81~~45fe80~~bf5138049c~~2~~e2d~~.reverse_animation()">	390	······<button·title="Play·backwards"·aria-label="Play·backwards"·onclick="animb512bbb5c43d49de90cc83eea0e22119.reverse_animation()">
391	··········<i·class="fa·fa-play·fa-flip-horizontal"></i></button>	391	··········<i·class="fa·fa-play·fa-flip-horizontal"></i></button>
392	······<button·title="Pause"·aria-label="Pause"·onclick="anim~~c4cfaa5fbc81~~45fe80~~bf5138049c~~2~~e2d~~.pause_animation()">	392	······<button·title="Pause"·aria-label="Pause"·onclick="animb512bbb5c43d49de90cc83eea0e22119.pause_animation()">
393	··········<i·class="fa·fa-pause"></i></button>	393	··········<i·class="fa·fa-pause"></i></button>
394	······<button·title="Play"·aria-label="Play"·onclick="anim~~c4cfaa5fbc81~~45fe80~~bf5138049c~~2~~e2d~~.play_animation()">	394	······<button·title="Play"·aria-label="Play"·onclick="animb512bbb5c43d49de90cc83eea0e22119.play_animation()">
395	··········<i·class="fa·fa-play"></i></button>	395	··········<i·class="fa·fa-play"></i></button>
396	······<button·title="Next·frame"·aria-label="Next·frame"·onclick="anim~~c4cfaa5fbc81~~45fe80~~bf5138049c~~2~~e2d~~.next_frame()">	396	······<button·title="Next·frame"·aria-label="Next·frame"·onclick="animb512bbb5c43d49de90cc83eea0e22119.next_frame()">
397	··········<i·class="fa·fa-step-forward"></i></button>	397	··········<i·class="fa·fa-step-forward"></i></button>
398	······<button·title="Last·frame"·aria-label="Last·frame"·onclick="anim~~c4cfaa5fbc81~~45fe80~~bf5138049c~~2~~e2d~~.last_frame()">	398	······<button·title="Last·frame"·aria-label="Last·frame"·onclick="animb512bbb5c43d49de90cc83eea0e22119.last_frame()">
399	··········<i·class="fa·fa-fast-forward"></i></button>	399	··········<i·class="fa·fa-fast-forward"></i></button>
400	······<button·title="Increase·speed"·aria-label="Increase·speed"·onclick="anim~~c4cfaa5fbc81~~45fe80~~bf5138049c~~2~~e2d~~.faster()">	400	······<button·title="Increase·speed"·aria-label="Increase·speed"·onclick="animb512bbb5c43d49de90cc83eea0e22119.faster()">
401	··········<i·class="fa·fa-plus"></i></button>	401	··········<i·class="fa·fa-plus"></i></button>
402	····</div>	402	····</div>
403	····<form·title="Repetition·mode"·aria-label="Repetition·mode"·action="#n"·name="_anim_loop_select~~c4cfaa5fbc81~~45fe80~~bf5138049c~~2~~e2d~~"	403	····<form·title="Repetition·mode"·aria-label="Repetition·mode"·action="#n"·name="_anim_loop_selectb512bbb5c43d49de90cc83eea0e22119"
404	··········class="anim-state">	404	··········class="anim-state">
405	······<input·type="radio"·name="state"·value="once"·id="_anim_radio1_~~c4cfaa5fbc81~~45fe80~~bf5138049c~~2~~e2d~~"	405	······<input·type="radio"·name="state"·value="once"·id="_anim_radio1_b512bbb5c43d49de90cc83eea0e22119"
406	·············>	406	·············>
407	······<label·for="_anim_radio1_~~c4cfaa5fbc81~~45fe80~~bf5138049c~~2~~e2d~~">Once</label>	407	······<label·for="_anim_radio1_b512bbb5c43d49de90cc83eea0e22119">Once</label>
408	······<input·type="radio"·name="state"·value="loop"·id="_anim_radio2_~~c4cfaa5fbc81~~45fe80~~bf5138049c~~2~~e2d~~"	408	······<input·type="radio"·name="state"·value="loop"·id="_anim_radio2_b512bbb5c43d49de90cc83eea0e22119"
409	·············checked>	409	·············checked>
410	······<label·for="_anim_radio2_~~c4cfaa5fbc81~~45fe80~~bf5138049c~~2~~e2d~~">Loop</label>	410	······<label·for="_anim_radio2_b512bbb5c43d49de90cc83eea0e22119">Loop</label>
411	······<input·type="radio"·name="state"·value="reflect"·id="_anim_radio3_~~c4cfaa5fbc81~~45fe80~~bf5138049c~~2~~e2d~~"	411	······<input·type="radio"·name="state"·value="reflect"·id="_anim_radio3_b512bbb5c43d49de90cc83eea0e22119"
412	·············>	412	·············>
413	······<label·for="_anim_radio3_~~c4cfaa5fbc81~~45fe80~~bf5138049c~~2~~e2d~~">Reflect</label>	413	······<label·for="_anim_radio3_b512bbb5c43d49de90cc83eea0e22119">Reflect</label>
414	····</form>	414	····</form>
415	··</div>	415	··</div>
416	</div>	416	</div>


417	<script·language="javascript">	417	<script·language="javascript">
418	··/·Instantiate·the·Animation·class.·/	418	··/·Instantiate·the·Animation·class.·/
419	··/·The·IDs·given·should·match·those·used·in·the·template·above.·/	419	··/·The·IDs·given·should·match·those·used·in·the·template·above.·/
420	··(function()·{	420	··(function()·{
421	····var·img_id·=·"_anim_imgc4cfaa5fbc8145fe80bf5138049c2e2d";
422	····var·slider_id·=·"_anim_sliderc4cfaa5fbc8145fe80bf5138049c2e2d";
423	····var·~~loop_select~~_id·=·"_anim_~~loop_select~~c4~~cfaa5fbc~~8145fe80~~bf5138049c~~2~~e2d~~";	421	····var·img_id·=·"_anim_imgb512bbb5c43d49de90cc83eea0e22119";
		422	····var·slider_id·=·"_anim_sliderb512bbb5c43d49de90cc83eea0e22119";
		423	····var·loop_select_id·=·"_anim_loop_selectb512bbb5c43d49de90cc83eea0e22119";
424	····var·frames·=·new·Array(12);	424	····var·frames·=·new·Array(12);

425	··frames[0]·=·"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAoAAAAHgCAYAAAA10dzkAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90\	425	··frames[0]·=·"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAoAAAAHgCAYAAAA10dzkAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90\
426	bGliIHZlcnNpb24zLjguMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/H5lhTAAAACXBIWXMAAA9h\	426	bGliIHZlcnNpb24zLjguMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/H5lhTAAAACXBIWXMAAA9h\
427	AAAPYQGoP6dpAAAIyUlEQVR4nO3WMQEAIAzAMMC/5+ECjiYKenbPzCwAADLO7wAAAN4ygAAAMQYQ\	427	AAAPYQGoP6dpAAAIyUlEQVR4nO3WMQEAIAzAMMC/5+ECjiYKenbPzCwAADLO7wAAAN4ygAAAMQYQ\
428	ACDGAAIAxBhAAIAYAwgAEGMAAQBiDCAAQIwBBACIMYAAADEGEAAgxgACAMQYQACAGAMIABBjAAEA\	428	ACDGAAIAxBhAAIAYAwgAEGMAAQBiDCAAQIwBBACIMYAAADEGEAAgxgACAMQYQACAGAMIABBjAAEA\
429	YgwgAECMAQQAiDGAAAAxBhAAIMYAAgDEGEAAgBgDCAAQYwABAGIMIABAjAEEAIgxgAAAMQYQACDG\	429	YgwgAECMAQQAiDGAAAAxBhAAIMYAAgDEGEAAgBgDCAAQYwABAGIMIABAjAEEAIgxgAAAMQYQACDG\
Offset 2953, 29 lines modified		Offset 2953, 29 lines modified
2953	AGAy/weJWDiHdFrdTQAAAABJRU5ErkJggg==\	2953	AGAy/weJWDiHdFrdTQAAAABJRU5ErkJggg==\
2954	"	2954	"


2955	····/*·set·a·timeout·to·make·sure·all·the·above·elements·are·created·before	2955	····/*·set·a·timeout·to·make·sure·all·the·above·elements·are·created·before
2956	·······the·object·is·initialized.·*/	2956	·······the·object·is·initialized.·*/
2957	····setTimeout(function()·{	2957	····setTimeout(function()·{
2958	········anim~~c4cfaa5fbc81~~45fe80~~bf5138049c~~2~~e2d~~·=·new·Animation(frames,·img_id,·slider_id,·500.0,	2958	········animb512bbb5c43d49de90cc83eea0e22119·=·new·Animation(frames,·img_id,·slider_id,·500.0,
2959	·································loop_select_id);	2959	·································loop_select_id);
2960	····},·0);	2960	····},·0);
2961	··})()	2961	··})()
2962	</script></div>	2962	</script></div>
2963	<div·class="admonition·note">	2963	<div·class="admonition·note">
2964	<p·class="admonition-title">Note</p>	2964	<p·class="admonition-title">Note</p>
2965	<p>We·use·<em>igraph</em>’s·<code·class="xref·py·py-meth·docutils·literal·notranslate"><span·class="pre">Graph.subgraph()</span></code>·(see	2965	<p>We·use·<em>igraph</em>’s·<code·class="xref·py·py-meth·docutils·literal·notranslate"><span·class="pre">Graph.subgraph()</span></code>·(see
2966	<a·class="reference·external"·href="/en/latest/api/igraph.GraphBase.html#induced_subgraph"·title="(in·igraph·v0.11.8)"><code·class="xref·py·py-meth·docutils·literal·notranslate"><span·class="pre">igraph.GraphBase.induced_subgraph()</span></code></a>)·in·order·to·obtain·a·section·of	2966	<a·class="reference·external"·href="/en/latest/api/igraph.GraphBase.html#induced_subgraph"·title="(in·igraph·v0.11.8)"><code·class="xref·py·py-meth·docutils·literal·notranslate"><span·class="pre">igraph.GraphBase.induced_subgraph()</span></code></a>)·in·order·to·obtain·a·section·of
2967	the·ring·graph·at·a·time·for·each·frame.·While·sufficient·for·an·easy	2967	the·ring·graph·at·a·time·for·each·frame.·While·sufficient·for·an·easy
2968	example,·this·approach·is·not·very·efficient.·Thinking·of·more·efficient	2968	example,·this·approach·is·not·very·efficient.·Thinking·of·more·efficient
2969	approaches,·e.g.·vertices·with·zero·radius,·is·a·useful·exercise·to·learn	2969	approaches,·e.g.·vertices·with·zero·radius,·is·a·useful·exercise·to·learn
2970	the·combination·of·igraph·and·matplotlib.</p>	2970	the·combination·of·igraph·and·matplotlib.</p>
2971	</div>	2971	</div>
2972	<p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(0·minutes·10.~~927~~·seconds)</p>	2972	<p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(0·minutes·11.284·seconds)</p>
2973	<div·class="sphx-glr-footer·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-tutorials-ring-animation-py">	2973	<div·class="sphx-glr-footer·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-tutorials-ring-animation-py">
2974	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">	2974	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">
2975	<p><a·class="reference·download·internal"·download=""·href="../_downloads/7ec5e2ec78927c7b822c2d4846cf9fe5/ring_animation.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">ring_animation.ipynb</span></code></a></p>	2975	<p><a·class="reference·download·internal"·download=""·href="../_downloads/7ec5e2ec78927c7b822c2d4846cf9fe5/ring_animation.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">ring_animation.ipynb</span></code></a></p>
2976	</div>	2976	</div>
2977	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">	2977	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">
2978	<p><a·class="reference·download·internal"·download=""·href="../_downloads/04f31f979c8d03b5834fe70d27653f19/ring_animation.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">ring_animation.py</span></code></a></p>	2978	<p><a·class="reference·download·internal"·download=""·href="../_downloads/04f31f979c8d03b5834fe70d27653f19/ring_animation.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">ring_animation.py</span></code></a></p>
2979	</div>	2979	</div>

⊟

1.4 KB

html2text {} ¶

⊟

3.49 KB

./usr/share/doc/python-igraph-doc/html/tutorials/shortest_path_visualisation.html ¶

⊟

1.16 KB

html2text {} ¶

⊟

6.59 KB

./usr/share/doc/python-igraph-doc/html/tutorials/simplify.html ¶


Offset 147, 15 lines modified		Offset 147, 15 lines modified
147	i.e.·directly·changes·the·graph·that·it·is·run·on.·So·we·need·to·first·make·a	147	i.e.·directly·changes·the·graph·that·it·is·run·on.·So·we·need·to·first·make·a
148	copy·of·our·graph,·and·then·simplify·that·copy·to·keep·the·original·graph	148	copy·of·our·graph,·and·then·simplify·that·copy·to·keep·the·original·graph
149	untouched:</p>	149	untouched:</p>
150	<div·class="doctest·highlight-default·notranslate"><div·class="highlight"><pre><span></span><span·class="n">g2</span>·<span·class="o">=</span>·<span·class="n">g1</span><span·class="o">.</span><span·class="n">copy</span><span·class="p">()</span>	150	<div·class="doctest·highlight-default·notranslate"><div·class="highlight"><pre><span></span><span·class="n">g2</span>·<span·class="o">=</span>·<span·class="n">g1</span><span·class="o">.</span><span·class="n">copy</span><span·class="p">()</span>
151	<span·class="n">g2</span><span·class="o">.</span><span·class="n">simplify</span><span·class="p">()</span>	151	<span·class="n">g2</span><span·class="o">.</span><span·class="n">simplify</span><span·class="p">()</span>
152	</pre></div>	152	</pre></div>
153	</div>	153	</div>
154	<div·class="sphx-glr-script-out·doctest·highlight-default·notranslate"><div·class="highlight"><pre><span></span><span·class="o"><</span><span·class="n">igraph</span><span·class="o">.</span><span·class="n">Graph</span>·<span·class="nb">object</span>·<span·class="n">at</span>·<span·class="mh">0xee~~d325~~30</span><span·class="o">></span>	154	<div·class="sphx-glr-script-out·doctest·highlight-default·notranslate"><div·class="highlight"><pre><span></span><span·class="o"><</span><span·class="n">igraph</span><span·class="o">.</span><span·class="n">Graph</span>·<span·class="nb">object</span>·<span·class="n">at</span>·<span·class="mh">0xae5a8230</span><span·class="o">></span>
155	</pre></div>	155	</pre></div>
156	</div>	156	</div>
157	<p>We·can·then·proceed·to·plot·both·graphs·to·see·the·difference.·First,·let’s	157	<p>We·can·then·proceed·to·plot·both·graphs·to·see·the·difference.·First,·let’s
158	choose·a·consistent·visual·style:</p>	158	choose·a·consistent·visual·style:</p>
159	<div·class="doctest·highlight-default·notranslate"><div·class="highlight"><pre><span></span><a·href="file:///usr/share/doc/python3-doc/html/library/stdtypes.html#dict"·title="builtins.dict"·class="sphx-glr-backref-module-builtins·sphx-glr-backref-type-py-class·sphx-glr-backref-instance"><span·class="n">visual_style</span></a>·<span·class="o">=</span>·<span·class="p">{</span>	159	<div·class="doctest·highlight-default·notranslate"><div·class="highlight"><pre><span></span><a·href="file:///usr/share/doc/python3-doc/html/library/stdtypes.html#dict"·title="builtins.dict"·class="sphx-glr-backref-module-builtins·sphx-glr-backref-type-py-class·sphx-glr-backref-instance"><span·class="n">visual_style</span></a>·<span·class="o">=</span>·<span·class="p">{</span>
160	····<span·class="s2">"vertex_color"</span><span·class="p">:</span>·<span·class="s2">"lightblue"</span><span·class="p">,</span>	160	····<span·class="s2">"vertex_color"</span><span·class="p">:</span>·<span·class="s2">"lightblue"</span><span·class="p">,</span>
161	····<span·class="s2">"vertex_size"</span><span·class="p">:</span>·<span·class="mi">20</span><span·class="p">,</span>	161	····<span·class="s2">"vertex_size"</span><span·class="p">:</span>·<span·class="mi">20</span><span·class="p">,</span>
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186	····<span·class="p">))</span>	186	····<span·class="p">))</span>
187	<span·class="n">axs</span><span·class="p">[</span><span·class="mi">1</span><span·class="p">]</span><span·class="o">.</span><span·class="n">add_patch</span><span·class="p">(</span><span·class="n">plt</span><span·class="o">.</span><span·class="n">Rectangle</span><span·class="p">(</span>	187	<span·class="n">axs</span><span·class="p">[</span><span·class="mi">1</span><span·class="p">]</span><span·class="o">.</span><span·class="n">add_patch</span><span·class="p">(</span><span·class="n">plt</span><span·class="o">.</span><span·class="n">Rectangle</span><span·class="p">(</span>
188	····<span·class="p">(</span><span·class="mi">0</span><span·class="p">,</span>·<span·class="mi">0</span><span·class="p">),</span>·<span·class="mi">1</span><span·class="p">,</span>·<span·class="mi">1</span><span·class="p">,</span>·<span·class="n">fc</span><span·class="o">=</span><span·class="s1">'none'</span><span·class="p">,</span>·<span·class="n">ec</span><span·class="o">=</span><span·class="s1">'k'</span><span·class="p">,</span>·<span·class="n">lw</span><span·class="o">=</span><span·class="mi">4</span><span·class="p">,</span>·<span·class="n">transform</span><span·class="o">=</span><span·class="n">axs</span><span·class="p">[</span><span·class="mi">1</span><span·class="p">]</span><span·class="o">.</span><span·class="n">transAxes</span><span·class="p">,</span>	188	····<span·class="p">(</span><span·class="mi">0</span><span·class="p">,</span>·<span·class="mi">0</span><span·class="p">),</span>·<span·class="mi">1</span><span·class="p">,</span>·<span·class="mi">1</span><span·class="p">,</span>·<span·class="n">fc</span><span·class="o">=</span><span·class="s1">'none'</span><span·class="p">,</span>·<span·class="n">ec</span><span·class="o">=</span><span·class="s1">'k'</span><span·class="p">,</span>·<span·class="n">lw</span><span·class="o">=</span><span·class="mi">4</span><span·class="p">,</span>·<span·class="n">transform</span><span·class="o">=</span><span·class="n">axs</span><span·class="p">[</span><span·class="mi">1</span><span·class="p">]</span><span·class="o">.</span><span·class="n">transAxes</span><span·class="p">,</span>
189	····<span·class="p">))</span>	189	····<span·class="p">))</span>
190	<span·class="n">plt</span><span·class="o">.</span><span·class="n">show</span><span·class="p">()</span>	190	<span·class="n">plt</span><span·class="o">.</span><span·class="n">show</span><span·class="p">()</span>
191	</pre></div>	191	</pre></div>
192	</div>	192	</div>
193	<img·src="../_images/sphx_glr_simplify_001.png"·srcset="../_images/sphx_glr_simplify_001.png"·alt="Multigraph...,·...simplified"·class·=·"sphx-glr-single-img"/><p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(0·minutes·0.847·seconds)</p>	193	<img·src="../_images/sphx_glr_simplify_001.png"·srcset="../_images/sphx_glr_simplify_001.png"·alt="Multigraph...,·...simplified"·class·=·"sphx-glr-single-img"/><p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(0·minutes·0.836·seconds)</p>
194	<div·class="sphx-glr-footer·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-tutorials-simplify-py">	194	<div·class="sphx-glr-footer·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-tutorials-simplify-py">
195	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">	195	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">
196	<p><a·class="reference·download·internal"·download=""·href="../_downloads/54476cc5a7944a895c863c973e50cf77/simplify.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">simplify.ipynb</span></code></a></p>	196	<p><a·class="reference·download·internal"·download=""·href="../_downloads/54476cc5a7944a895c863c973e50cf77/simplify.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">simplify.ipynb</span></code></a></p>
197	</div>	197	</div>
198	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">	198	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">
199	<p><a·class="reference·download·internal"·download=""·href="../_downloads/df86bcfbbf6e084c64304a7c77e115b8/simplify.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">simplify.py</span></code></a></p>	199	<p><a·class="reference·download·internal"·download=""·href="../_downloads/df86bcfbbf6e084c64304a7c77e115b8/simplify.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">simplify.py</span></code></a></p>
200	</div>	200	</div>

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./usr/share/doc/python-igraph-doc/html/tutorials/spanning_trees.html ¶

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Offset 83, 15 lines modified		Offset 83, 15 lines modified
83	····edge_width=g.es["width"]	83	····edge_width=g.es["width"]
84	)	84	)
85	plt.show()	85	plt.show()
86	[spanning·trees]	86	[spanning·trees]
87	Note	87	Note
88	To·invert·the·y·axis·such·that·the·root·of·the·tree·is·on·top·of·the·plot,·you	88	To·invert·the·y·axis·such·that·the·root·of·the·tree·is·on·top·of·the·plot,·you
89	can·callax.invert_yaxis()beforeplt.show().	89	can·callax.invert_yaxis()beforeplt.show().
90	T\x8To\x8ot\x8ta\x8al\x8l·r\x8ru\x8un\x8nn\x8ni\x8in\x8ng\x8g·t\x8ti\x8im\x8me\x8e·o\x8of\x8f·t\x8th\x8he\x8e·s\x8sc\x8cr\x8ri\x8ip\x8pt\x8t:\x8:·(0·minutes·2.353·seconds)	90	T\x8To\x8ot\x8ta\x8al\x8l·r\x8ru\x8un\x8nn\x8ni\x8in\x8ng\x8g·t\x8ti\x8im\x8me\x8e·o\x8of\x8f·t\x8th\x8he\x8e·s\x8sc\x8cr\x8ri\x8ip\x8pt\x8t:\x8:·(0·minutes·2.360·seconds)
91	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8J_\x8u_\x8p_\x8y_\x8t_\x8e_\x8r_\x8·_\x8n_\x8o_\x8t_\x8e_\x8b_\x8o_\x8o_\x8k_\x8:_\x8·_\x8s_\x8p_\x8a_\x8n_\x8n_\x8i_\x8n_\x8g_\x8__\x8t_\x8r_\x8e_\x8e_\x8s_\x8._\x8i_\x8p_\x8y_\x8n_\x8b	91	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8J_\x8u_\x8p_\x8y_\x8t_\x8e_\x8r_\x8·_\x8n_\x8o_\x8t_\x8e_\x8b_\x8o_\x8o_\x8k_\x8:_\x8·_\x8s_\x8p_\x8a_\x8n_\x8n_\x8i_\x8n_\x8g_\x8__\x8t_\x8r_\x8e_\x8e_\x8s_\x8._\x8i_\x8p_\x8y_\x8n_\x8b
92	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8P_\x8y_\x8t_\x8h_\x8o_\x8n_\x8·_\x8s_\x8o_\x8u_\x8r_\x8c_\x8e_\x8·_\x8c_\x8o_\x8d_\x8e_\x8:_\x8·_\x8s_\x8p_\x8a_\x8n_\x8n_\x8i_\x8n_\x8g_\x8__\x8t_\x8r_\x8e_\x8e_\x8s_\x8._\x8p_\x8y	92	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8P_\x8y_\x8t_\x8h_\x8o_\x8n_\x8·_\x8s_\x8o_\x8u_\x8r_\x8c_\x8e_\x8·_\x8c_\x8o_\x8d_\x8e_\x8:_\x8·_\x8s_\x8p_\x8a_\x8n_\x8n_\x8i_\x8n_\x8g_\x8__\x8t_\x8r_\x8e_\x8e_\x8s_\x8._\x8p_\x8y
93	_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y_\x8·_\x8g_\x8e_\x8n_\x8e_\x8r_\x8a_\x8t_\x8e_\x8d_\x8·_\x8b_\x8y_\x8·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x_\x8-_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y	93	_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y_\x8·_\x8g_\x8e_\x8n_\x8e_\x8r_\x8a_\x8t_\x8e_\x8d_\x8·_\x8b_\x8y_\x8·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x_\x8-_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y
94	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s·_\x8N_\x8e_\x8x_\x8t	94	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s·_\x8N_\x8e_\x8x_\x8t
95	===============================================================================	95	===============================================================================
96	©·Copyright·2010-2024,·The·igraph·development·team.	96	©·Copyright·2010-2024,·The·igraph·development·team.
97	Built·with·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x·using·a·_\x8t_\x8h_\x8e_\x8m_\x8e·provided·by·_\x8R_\x8e_\x8a_\x8d_\x8·_\x8t_\x8h_\x8e_\x8·_\x8D_\x8o_\x8c_\x8s.	97	Built·with·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x·using·a·_\x8t_\x8h_\x8e_\x8m_\x8e·provided·by·_\x8R_\x8e_\x8a_\x8d_\x8·_\x8t_\x8h_\x8e_\x8·_\x8D_\x8o_\x8c_\x8s.

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./usr/share/doc/python-igraph-doc/html/tutorials/topological_sort.html ¶

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Offset 93, 15 lines modified		Offset 93, 15 lines modified
93	[topological·sort]	93	[topological·sort]
94	degree·of·0:·0	94	degree·of·0:·0
95	degree·of·1:·1	95	degree·of·1:·1
96	degree·of·2:·1	96	degree·of·2:·1
97	degree·of·3:·2	97	degree·of·3:·2
98	degree·of·4:·1	98	degree·of·4:·1
99	degree·of·5:·2	99	degree·of·5:·2
100	T\x8To\x8ot\x8ta\x8al\x8l·r\x8ru\x8un\x8nn\x8ni\x8in\x8ng\x8g·t\x8ti\x8im\x8me\x8e·o\x8of\x8f·t\x8th\x8he\x8e·s\x8sc\x8cr\x8ri\x8ip\x8pt\x8t:\x8:·(0·minutes·0.542·seconds)	100	T\x8To\x8ot\x8ta\x8al\x8l·r\x8ru\x8un\x8nn\x8ni\x8in\x8ng\x8g·t\x8ti\x8im\x8me\x8e·o\x8of\x8f·t\x8th\x8he\x8e·s\x8sc\x8cr\x8ri\x8ip\x8pt\x8t:\x8:·(0·minutes·0.556·seconds)
101	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8J_\x8u_\x8p_\x8y_\x8t_\x8e_\x8r_\x8·_\x8n_\x8o_\x8t_\x8e_\x8b_\x8o_\x8o_\x8k_\x8:_\x8·_\x8t_\x8o_\x8p_\x8o_\x8l_\x8o_\x8g_\x8i_\x8c_\x8a_\x8l_\x8__\x8s_\x8o_\x8r_\x8t_\x8._\x8i_\x8p_\x8y_\x8n_\x8b	101	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8J_\x8u_\x8p_\x8y_\x8t_\x8e_\x8r_\x8·_\x8n_\x8o_\x8t_\x8e_\x8b_\x8o_\x8o_\x8k_\x8:_\x8·_\x8t_\x8o_\x8p_\x8o_\x8l_\x8o_\x8g_\x8i_\x8c_\x8a_\x8l_\x8__\x8s_\x8o_\x8r_\x8t_\x8._\x8i_\x8p_\x8y_\x8n_\x8b
102	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8P_\x8y_\x8t_\x8h_\x8o_\x8n_\x8·_\x8s_\x8o_\x8u_\x8r_\x8c_\x8e_\x8·_\x8c_\x8o_\x8d_\x8e_\x8:_\x8·_\x8t_\x8o_\x8p_\x8o_\x8l_\x8o_\x8g_\x8i_\x8c_\x8a_\x8l_\x8__\x8s_\x8o_\x8r_\x8t_\x8._\x8p_\x8y	102	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8P_\x8y_\x8t_\x8h_\x8o_\x8n_\x8·_\x8s_\x8o_\x8u_\x8r_\x8c_\x8e_\x8·_\x8c_\x8o_\x8d_\x8e_\x8:_\x8·_\x8t_\x8o_\x8p_\x8o_\x8l_\x8o_\x8g_\x8i_\x8c_\x8a_\x8l_\x8__\x8s_\x8o_\x8r_\x8t_\x8._\x8p_\x8y
103	_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y_\x8·_\x8g_\x8e_\x8n_\x8e_\x8r_\x8a_\x8t_\x8e_\x8d_\x8·_\x8b_\x8y_\x8·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x_\x8-_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y	103	_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y_\x8·_\x8g_\x8e_\x8n_\x8e_\x8r_\x8a_\x8t_\x8e_\x8d_\x8·_\x8b_\x8y_\x8·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x_\x8-_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y
104	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s·_\x8N_\x8e_\x8x_\x8t	104	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s·_\x8N_\x8e_\x8x_\x8t
105	===============================================================================	105	===============================================================================
106	©·Copyright·2010-2024,·The·igraph·development·team.	106	©·Copyright·2010-2024,·The·igraph·development·team.
107	Built·with·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x·using·a·_\x8t_\x8h_\x8e_\x8m_\x8e·provided·by·_\x8R_\x8e_\x8a_\x8d_\x8·_\x8t_\x8h_\x8e_\x8·_\x8D_\x8o_\x8c_\x8s.	107	Built·with·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x·using·a·_\x8t_\x8h_\x8e_\x8m_\x8e·provided·by·_\x8R_\x8e_\x8a_\x8d_\x8·_\x8t_\x8h_\x8e_\x8·_\x8D_\x8o_\x8c_\x8s.

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./usr/share/doc/python-igraph-doc/html/tutorials/visual_style.html ¶


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200	········<span·class="mi">30</span><span·class="p">,</span>··<span·class="c1">#·loop·for·vertex·0</span>	200	········<span·class="mi">30</span><span·class="p">,</span>··<span·class="c1">#·loop·for·vertex·0</span>
201	········<span·class="mi">80</span><span·class="p">,</span>··<span·class="c1">#·loop·for·vertex·1</span>	201	········<span·class="mi">80</span><span·class="p">,</span>··<span·class="c1">#·loop·for·vertex·1</span>
202	····<span·class="p">],</span>	202	····<span·class="p">],</span>
203	<span·class="p">)</span>	203	<span·class="p">)</span>
204	<span·class="n">plt</span><span·class="o">.</span><span·class="n">show</span><span·class="p">()</span>	204	<span·class="n">plt</span><span·class="o">.</span><span·class="n">show</span><span·class="p">()</span>
205	</pre></div>	205	</pre></div>
206	</div>	206	</div>
207	<img·src="../_images/sphx_glr_visual_style_003.png"·srcset="../_images/sphx_glr_visual_style_003.png"·alt="visual·style"·class·=·"sphx-glr-single-img"/><p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(0·minutes·11.~~334~~·seconds)</p>	207	<img·src="../_images/sphx_glr_visual_style_003.png"·srcset="../_images/sphx_glr_visual_style_003.png"·alt="visual·style"·class·=·"sphx-glr-single-img"/><p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(0·minutes·10.766·seconds)</p>
208	<div·class="sphx-glr-footer·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-tutorials-visual-style-py">	208	<div·class="sphx-glr-footer·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-tutorials-visual-style-py">
209	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">	209	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">
210	<p><a·class="reference·download·internal"·download=""·href="../_downloads/79c0d9b4fcedc4cbbf708dabc07e602e/visual_style.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">visual_style.ipynb</span></code></a></p>	210	<p><a·class="reference·download·internal"·download=""·href="../_downloads/79c0d9b4fcedc4cbbf708dabc07e602e/visual_style.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">visual_style.ipynb</span></code></a></p>
211	</div>	211	</div>
212	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">	212	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">
213	<p><a·class="reference·download·internal"·download=""·href="../_downloads/afc268b986c7491fc23c445840ef7388/visual_style.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">visual_style.py</span></code></a></p>	213	<p><a·class="reference·download·internal"·download=""·href="../_downloads/afc268b986c7491fc23c445840ef7388/visual_style.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">visual_style.py</span></code></a></p>
214	</div>	214	</div>

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./usr/share/doc/python-igraph-doc/html/tutorials/visualize_cliques.html ¶

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91	········palette=ig.RainbowPalette(),	91	········palette=ig.RainbowPalette(),
92	········vertex_size=5,	92	········vertex_size=5,
93	········target=ax,	93	········target=ax,
94	····)	94	····)
95	plt.axis('off')	95	plt.axis('off')
96	plt.show()	96	plt.show()
97	[visualize·cliques]	97	[visualize·cliques]
98	T\x8To\x8ot\x8ta\x8al\x8l·r\x8ru\x8un\x8nn\x8ni\x8in\x8ng\x8g·t\x8ti\x8im\x8me\x8e·o\x8of\x8f·t\x8th\x8he\x8e·s\x8sc\x8cr\x8ri\x8ip\x8pt\x8t:\x8:·(0·minutes·49.~~727~~·seconds)	98	T\x8To\x8ot\x8ta\x8al\x8l·r\x8ru\x8un\x8nn\x8ni\x8in\x8ng\x8g·t\x8ti\x8im\x8me\x8e·o\x8of\x8f·t\x8th\x8he\x8e·s\x8sc\x8cr\x8ri\x8ip\x8pt\x8t:\x8:·(0·minutes·48.961·seconds)
99	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8J_\x8u_\x8p_\x8y_\x8t_\x8e_\x8r_\x8·_\x8n_\x8o_\x8t_\x8e_\x8b_\x8o_\x8o_\x8k_\x8:_\x8·_\x8v_\x8i_\x8s_\x8u_\x8a_\x8l_\x8i_\x8z_\x8e_\x8__\x8c_\x8l_\x8i_\x8q_\x8u_\x8e_\x8s_\x8._\x8i_\x8p_\x8y_\x8n_\x8b	99	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8J_\x8u_\x8p_\x8y_\x8t_\x8e_\x8r_\x8·_\x8n_\x8o_\x8t_\x8e_\x8b_\x8o_\x8o_\x8k_\x8:_\x8·_\x8v_\x8i_\x8s_\x8u_\x8a_\x8l_\x8i_\x8z_\x8e_\x8__\x8c_\x8l_\x8i_\x8q_\x8u_\x8e_\x8s_\x8._\x8i_\x8p_\x8y_\x8n_\x8b
100	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8P_\x8y_\x8t_\x8h_\x8o_\x8n_\x8·_\x8s_\x8o_\x8u_\x8r_\x8c_\x8e_\x8·_\x8c_\x8o_\x8d_\x8e_\x8:_\x8·_\x8v_\x8i_\x8s_\x8u_\x8a_\x8l_\x8i_\x8z_\x8e_\x8__\x8c_\x8l_\x8i_\x8q_\x8u_\x8e_\x8s_\x8._\x8p_\x8y	100	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8P_\x8y_\x8t_\x8h_\x8o_\x8n_\x8·_\x8s_\x8o_\x8u_\x8r_\x8c_\x8e_\x8·_\x8c_\x8o_\x8d_\x8e_\x8:_\x8·_\x8v_\x8i_\x8s_\x8u_\x8a_\x8l_\x8i_\x8z_\x8e_\x8__\x8c_\x8l_\x8i_\x8q_\x8u_\x8e_\x8s_\x8._\x8p_\x8y
101	_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y_\x8·_\x8g_\x8e_\x8n_\x8e_\x8r_\x8a_\x8t_\x8e_\x8d_\x8·_\x8b_\x8y_\x8·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x_\x8-_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y	101	_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y_\x8·_\x8g_\x8e_\x8n_\x8e_\x8r_\x8a_\x8t_\x8e_\x8d_\x8·_\x8b_\x8y_\x8·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x_\x8-_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y
102	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s·_\x8N_\x8e_\x8x_\x8t	102	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s·_\x8N_\x8e_\x8x_\x8t
103	===============================================================================	103	===============================================================================
104	©·Copyright·2010-2024,·The·igraph·development·team.	104	©·Copyright·2010-2024,·The·igraph·development·team.
105	Built·with·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x·using·a·_\x8t_\x8h_\x8e_\x8m_\x8e·provided·by·_\x8R_\x8e_\x8a_\x8d_\x8·_\x8t_\x8h_\x8e_\x8·_\x8D_\x8o_\x8c_\x8s.	105	Built·with·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x·using·a·_\x8t_\x8h_\x8e_\x8m_\x8e·provided·by·_\x8R_\x8e_\x8a_\x8d_\x8·_\x8t_\x8h_\x8e_\x8·_\x8D_\x8o_\x8c_\x8s.

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291	10	291	10

292	Chapter·2.·Documentation	292	Chapter·2.·Documentation

293	\xcigraph·Documentation,·Release·0.11.8	293	\xcigraph·Documentation,·Release·0.11.8

294	Total·running·time·of·the·script:·(0·minutes·2.038·seconds)	294	Total·running·time·of·the·script:·(0·minutes·2.044·seconds)

295	2.2.2·Connected·Components	295	2.2.2·Connected·Components
296	This·example·demonstrates·how·to·visualise·the·connected·components·in·a·graph·using·igraph.GraphBase.	296	This·example·demonstrates·how·to·visualise·the·connected·components·in·a·graph·using·igraph.GraphBase.
297	connected_components().	297	connected_components().
298	import·igraph·as·ig	298	import·igraph·as·ig
299	import·matplotlib.pyplot·as·plt	299	import·matplotlib.pyplot·as·plt
300	import·random	300	import·random
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327	edge_width=0.7	327	edge_width=0.7
328	)	328	)
329	plt.show()	329	plt.show()

330	Note	330	Note
331	We·use·the·integers·from·0·to·200·instead·of·0·to·255·in·our·vertex·colors,·since·255·in·the·igraph.drawing.	331	We·use·the·integers·from·0·to·200·instead·of·0·to·255·in·our·vertex·colors,·since·255·in·the·igraph.drawing.
332	colors.RainbowPalette·corresponds·to·looping·back·to·red.·This·gives·us·nicely·distinct·hues.	332	colors.RainbowPalette·corresponds·to·looping·back·to·red.·This·gives·us·nicely·distinct·hues.
333	Total·running·time·of·the·script:·(0·minutes·3.~~237~~·seconds)	333	Total·running·time·of·the·script:·(0·minutes·3.311·seconds)

334	12	334	12

335	Chapter·2.·Documentation	335	Chapter·2.·Documentation

336	\xcigraph·Documentation,·Release·0.11.8	336	\xcigraph·Documentation,·Release·0.11.8

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375	The·full·list·of·config·settings·can·be·found·at·igraph.Configuration.	375	The·full·list·of·config·settings·can·be·found·at·igraph.Configuration.
376	Note	376	Note
377	You·can·have·multiple·config·files:·specify·each·location·via·ig.config.save("./path/to/config/file").	377	You·can·have·multiple·config·files:·specify·each·location·via·ig.config.save("./path/to/config/file").
378	To·load·a·specific·config,·import·igraph·and·then·call·ig.config.load("./path/to/config/file")	378	To·load·a·specific·config,·import·igraph·and·then·call·ig.config.load("./path/to/config/file")

379	Note	379	Note
380	To·use·a·consistent·style·between·individual·plots·(e.g.·vertex·sizes,·colors,·layout·etc.)·check·out·Visual·styling.	380	To·use·a·consistent·style·between·individual·plots·(e.g.·vertex·sizes,·colors,·layout·etc.)·check·out·Visual·styling.
381	Total·running·time·of·the·script:·(0·minutes·6.~~392~~·seconds)	381	Total·running·time·of·the·script:·(0·minutes·6.728·seconds)

382	14	382	14

383	Chapter·2.·Documentation	383	Chapter·2.·Documentation

384	\xcigraph·Documentation,·Release·0.11.8	384	\xcigraph·Documentation,·Release·0.11.8

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415	2.2.·Gallery·of·Examples	415	2.2.·Gallery·of·Examples

416	15	416	15

417	\xcigraph·Documentation,·Release·0.11.8	417	\xcigraph·Documentation,·Release·0.11.8

418	Total·running·time·of·the·script:·(0·minutes·0.695·seconds)	418	Total·running·time·of·the·script:·(0·minutes·0.699·seconds)

419	2.2.5·Maximum·Flow	419	2.2.5·Maximum·Flow
420	This·example·shows·how·to·construct·a·max·flow·on·a·directed·graph·with·edge·capacities·using·igraph.Graph.	420	This·example·shows·how·to·construct·a·max·flow·on·a·directed·graph·with·edge·capacities·using·igraph.Graph.
421	maxflow().	421	maxflow().
422	import·igraph·as·ig	422	import·igraph·as·ig
423	import·matplotlib.pyplot·as·plt	423	import·matplotlib.pyplot·as·plt
424	First,·we·generate·a·graph·and·assign·a·“capacity”·to·each·edge:	424	First,·we·generate·a·graph·and·assign·a·“capacity”·to·each·edge:
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459	target=ax,	459	target=ax,
460	layout="circle",	460	layout="circle",
461	vertex_label=range(g.vcount()),	461	vertex_label=range(g.vcount()),
462	vertex_color="lightblue"	462	vertex_color="lightblue"
463	)	463	)
464	plt.show()	464	plt.show()

465	Total·running·time·of·the·script:·(0·minutes·0.496·seconds)	465	Total·running·time·of·the·script:·(0·minutes·0.495·seconds)

466	2.2.·Gallery·of·Examples	466	2.2.·Gallery·of·Examples

467	17	467	17

468	\xcigraph·Documentation,·Release·0.11.8	468	\xcigraph·Documentation,·Release·0.11.8

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507	18	507	18

508	Chapter·2.·Documentation	508	Chapter·2.·Documentation

509	\xcigraph·Documentation,·Release·0.11.8	509	\xcigraph·Documentation,·Release·0.11.8

510	Total·running·time·of·the·script:·(0·minutes·1.836·seconds)	510	Total·running·time·of·the·script:·(0·minutes·1.839·seconds)

511	2.2.7·Spanning·Trees	511	2.2.7·Spanning·Trees
512	This·example·shows·how·to·generate·a·spanning·tree·from·an·input·graph·using·igraph.Graph.spanning_tree().	512	This·example·shows·how·to·generate·a·spanning·tree·from·an·input·graph·using·igraph.Graph.spanning_tree().
513	For·the·related·idea·of·finding·a·minimum·spanning·tree,·see·Minimum·Spanning·Trees.	513	For·the·related·idea·of·finding·a·minimum·spanning·tree,·see·Minimum·Spanning·Trees.
514	import·igraph·as·ig	514	import·igraph·as·ig
515	import·matplotlib.pyplot·as·plt	515	import·matplotlib.pyplot·as·plt
516	import·random	516	import·random
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565	Chapter·2.·Documentation	565	Chapter·2.·Documentation

566	\xcigraph·Documentation,·Release·0.11.8	566	\xcigraph·Documentation,·Release·0.11.8

567	Note	567	Note
568	To·invert·the·y·axis·such·that·the·root·of·the·tree·is·on·top·of·the·plot,·you·can·call·ax.invert_yaxis()·before·plt.show().	568	To·invert·the·y·axis·such·that·the·root·of·the·tree·is·on·top·of·the·plot,·you·can·call·ax.invert_yaxis()·before·plt.show().
569	Total·running·time·of·the·script:·(0·minutes·2.353·seconds)	569	Total·running·time·of·the·script:·(0·minutes·2.360·seconds)

570	2.2.8·Complement	570	2.2.8·Complement
571	This·example·shows·how·to·generate·the·complement·graph·of·a·graph·(sometimes·known·as·the·anti-graph)·using	571	This·example·shows·how·to·generate·the·complement·graph·of·a·graph·(sometimes·known·as·the·anti-graph)·using
572	igraph.GraphBase.complementer().	572	igraph.GraphBase.complementer().
573	import·igraph·as·ig	573	import·igraph·as·ig
574	import·matplotlib.pyplot·as·plt	574	import·matplotlib.pyplot·as·plt
575	import·random	575	import·random
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633	22	633	22

634	Chapter·2.·Documentation	634	Chapter·2.·Documentation

635	\xcigraph·Documentation,·Release·0.11.8	635	\xcigraph·Documentation,·Release·0.11.8

636	Total·running·time·of·the·script:·(0·minutes·2.~~793~~·seconds)	636	Total·running·time·of·the·script:·(0·minutes·2.810·seconds)

637	2.2.9·Maximum·Bipartite·Matching	637	2.2.9·Maximum·Bipartite·Matching
638	This·example·demonstrates·an·efficient·way·to·find·and·visualise·a·maximum·biparite·matching·using·igraph.Graph.	638	This·example·demonstrates·an·efficient·way·to·find·and·visualise·a·maximum·biparite·matching·using·igraph.Graph.
639	maximum_bipartite_matching().	639	maximum_bipartite_matching().
640	import·igraph·as·ig	640	import·igraph·as·ig
641	import·matplotlib.pyplot·as·plt	641	import·matplotlib.pyplot·as·plt
642	First,·we·construct·a·bipartite·graph,·assigning:	642	First,·we·construct·a·bipartite·graph,·assigning:
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466	-rw-r--r--···0·root·········(0)·root·········(0)·····1935·2024-11-10·15:46:20.000000·./usr/share/doc/python-igraph-doc/html/objects.inv	466	-rw-r--r--···0·root·········(0)·root·········(0)·····1935·2024-11-10·15:46:20.000000·./usr/share/doc/python-igraph-doc/html/objects.inv
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474	-rw-r--r--···0·root·········(0)·root·········(0)····28047·2024-11-10·15:46:20.000000·./usr/share/doc/python-igraph-doc/html/tutorials/betweenness.html	474	-rw-r--r--···0·root·········(0)·root·········(0)····28047·2024-11-10·15:46:20.000000·./usr/share/doc/python-igraph-doc/html/tutorials/betweenness.html
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498	-rw-r--r--···0·root·········(0)·root·········(0)····20453·2024-11-10·15:46:20.000000·./usr/share/doc/python-igraph-doc/html/tutorials/visualize_communities.html	498	-rw-r--r--···0·root·········(0)·root·········(0)····20453·2024-11-10·15:46:20.000000·./usr/share/doc/python-igraph-doc/html/tutorials/visualize_communities.html
499	-rw-r--r--···0·root·········(0)·root·········(0)····33649·2024-11-10·15:46:20.000000·./usr/share/doc/python-igraph-doc/html/visualisation.html	499	-rw-r--r--···0·root·········(0)·root·········(0)····33649·2024-11-10·15:46:20.000000·./usr/share/doc/python-igraph-doc/html/visualisation.html
500	-rw-r--r--···0·root·········(0)·root·········(0)··1893773·2024-11-10·15:46:20.000000·./usr/share/doc/python-igraph-doc/igraph.pdf.gz	500	-rw-r--r--···0·root·········(0)·root·········(0)··1893776·2024-11-10·15:46:20.000000·./usr/share/doc/python-igraph-doc/igraph.pdf.gz
501	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-11-10·15:46:20.000000·./usr/share/doc-base/	501	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-11-10·15:46:20.000000·./usr/share/doc-base/
502	-rw-r--r--···0·root·········(0)·root·········(0)······362·2024-05-10·15:38:04.000000·./usr/share/doc-base/python-igraph-doc.igraph	502	-rw-r--r--···0·root·········(0)·root·········(0)······362·2024-05-10·15:38:04.000000·./usr/share/doc-base/python-igraph-doc.igraph
503	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-11-10·15:46:20.000000·./usr/share/lintian/	503	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-11-10·15:46:20.000000·./usr/share/lintian/
504	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-11-10·15:46:20.000000·./usr/share/lintian/overrides/	504	drwxr-xr-x···0·root·········(0)·root·········(0)········0·2024-11-10·15:46:20.000000·./usr/share/lintian/overrides/
505	-rw-r--r--···0·root·········(0)·root·········(0)······154·2024-05-10·15:38:04.000000·./usr/share/lintian/overrides/python-igraph-doc	505	-rw-r--r--···0·root·········(0)·root·········(0)······154·2024-05-10·15:38:04.000000·./usr/share/lintian/overrides/python-igraph-doc
506	lrwxrwxrwx···0·root·········(0)·root·········(0)········0·2024-11-10·15:46:20.000000·./usr/share/doc/python-igraph-doc/html/_static/css/badge_only.css·->·../../../../../sphinx_rtd_theme/static/css/badge_only.css	506	lrwxrwxrwx···0·root·········(0)·root·········(0)········0·2024-11-10·15:46:20.000000·./usr/share/doc/python-igraph-doc/html/_static/css/badge_only.css·->·../../../../../sphinx_rtd_theme/static/css/badge_only.css
507	lrwxrwxrwx···0·root·········(0)·root·········(0)········0·2024-11-10·15:46:20.000000·./usr/share/doc/python-igraph-doc/html/_static/css/theme.css·->·../../../../../sphinx_rtd_theme/static/css/theme.css	507	lrwxrwxrwx···0·root·········(0)·root·········(0)········0·2024-11-10·15:46:20.000000·./usr/share/doc/python-igraph-doc/html/_static/css/theme.css·->·../../../../../sphinx_rtd_theme/static/css/theme.css


Offset 339, 62 lines modified		Offset 339, 62 lines modified
339	·····.anim-state·input·{	339	·····.anim-state·input·{
340	·········margin:·0;	340	·········margin:·0;
341	·········vertical-align:·middle;	341	·········vertical-align:·middle;
342	·····}	342	·····}
343	·····</style>	343	·····</style>

344	·····<div·class="animation">	344	·····<div·class="animation">
345	·······<img·id="_anim_img~~c4cfaa5fbc81~~45fe80~~bf5138049c~~2~~e2d~~">	345	·······<img·id="_anim_imgb512bbb5c43d49de90cc83eea0e22119">
346	·······<div·class="anim-controls">	346	·······<div·class="anim-controls">
347	·········<input·id="_anim_slider~~c4cfaa5fbc81~~45fe80~~bf5138049c~~2~~e2d~~"·type="range"·class="anim-slider"	347	·········<input·id="_anim_sliderb512bbb5c43d49de90cc83eea0e22119"·type="range"·class="anim-slider"
348	················name="points"·min="0"·max="1"·step="1"·value="0"	348	················name="points"·min="0"·max="1"·step="1"·value="0"
349	················oninput="anim~~c4cfaa5fbc81~~45fe80~~bf5138049c~~2~~e2d~~.set_frame(parseInt(this.value));">	349	················oninput="animb512bbb5c43d49de90cc83eea0e22119.set_frame(parseInt(this.value));">
350	·········<div·class="anim-buttons">	350	·········<div·class="anim-buttons">
351	···········<button·title="Decrease·speed"·aria-label="Decrease·speed"·onclick="anim~~c4cfaa5fbc81~~45fe80~~bf5138049c~~2~~e2d~~.slower()">	351	···········<button·title="Decrease·speed"·aria-label="Decrease·speed"·onclick="animb512bbb5c43d49de90cc83eea0e22119.slower()">
352	···············<i·class="fa·fa-minus"></i></button>	352	···············<i·class="fa·fa-minus"></i></button>
353	···········<button·title="First·frame"·aria-label="First·frame"·onclick="anim~~c4cfaa5fbc81~~45fe80~~bf5138049c~~2~~e2d~~.first_frame()">	353	···········<button·title="First·frame"·aria-label="First·frame"·onclick="animb512bbb5c43d49de90cc83eea0e22119.first_frame()">
354	·············<i·class="fa·fa-fast-backward"></i></button>	354	·············<i·class="fa·fa-fast-backward"></i></button>
355	···········<button·title="Previous·frame"·aria-label="Previous·frame"·onclick="anim~~c4cfaa5fbc81~~45fe80~~bf5138049c~~2~~e2d~~.previous_frame()">	355	···········<button·title="Previous·frame"·aria-label="Previous·frame"·onclick="animb512bbb5c43d49de90cc83eea0e22119.previous_frame()">
356	···············<i·class="fa·fa-step-backward"></i></button>	356	···············<i·class="fa·fa-step-backward"></i></button>
357	···········<button·title="Play·backwards"·aria-label="Play·backwards"·onclick="anim~~c4cfaa5fbc81~~45fe80~~bf5138049c~~2~~e2d~~.reverse_animation()">	357	···········<button·title="Play·backwards"·aria-label="Play·backwards"·onclick="animb512bbb5c43d49de90cc83eea0e22119.reverse_animation()">
358	···············<i·class="fa·fa-play·fa-flip-horizontal"></i></button>	358	···············<i·class="fa·fa-play·fa-flip-horizontal"></i></button>
359	···········<button·title="Pause"·aria-label="Pause"·onclick="anim~~c4cfaa5fbc81~~45fe80~~bf5138049c~~2~~e2d~~.pause_animation()">	359	···········<button·title="Pause"·aria-label="Pause"·onclick="animb512bbb5c43d49de90cc83eea0e22119.pause_animation()">
360	···············<i·class="fa·fa-pause"></i></button>	360	···············<i·class="fa·fa-pause"></i></button>
361	···········<button·title="Play"·aria-label="Play"·onclick="anim~~c4cfaa5fbc81~~45fe80~~bf5138049c~~2~~e2d~~.play_animation()">	361	···········<button·title="Play"·aria-label="Play"·onclick="animb512bbb5c43d49de90cc83eea0e22119.play_animation()">
362	···············<i·class="fa·fa-play"></i></button>	362	···············<i·class="fa·fa-play"></i></button>
363	···········<button·title="Next·frame"·aria-label="Next·frame"·onclick="anim~~c4cfaa5fbc81~~45fe80~~bf5138049c~~2~~e2d~~.next_frame()">	363	···········<button·title="Next·frame"·aria-label="Next·frame"·onclick="animb512bbb5c43d49de90cc83eea0e22119.next_frame()">
364	···············<i·class="fa·fa-step-forward"></i></button>	364	···············<i·class="fa·fa-step-forward"></i></button>
365	···········<button·title="Last·frame"·aria-label="Last·frame"·onclick="anim~~c4cfaa5fbc81~~45fe80~~bf5138049c~~2~~e2d~~.last_frame()">	365	···········<button·title="Last·frame"·aria-label="Last·frame"·onclick="animb512bbb5c43d49de90cc83eea0e22119.last_frame()">
366	···············<i·class="fa·fa-fast-forward"></i></button>	366	···············<i·class="fa·fa-fast-forward"></i></button>
367	···········<button·title="Increase·speed"·aria-label="Increase·speed"·onclick="anim~~c4cfaa5fbc81~~45fe80~~bf5138049c~~2~~e2d~~.faster()">	367	···········<button·title="Increase·speed"·aria-label="Increase·speed"·onclick="animb512bbb5c43d49de90cc83eea0e22119.faster()">
368	···············<i·class="fa·fa-plus"></i></button>	368	···············<i·class="fa·fa-plus"></i></button>
369	·········</div>	369	·········</div>
370	·········<form·title="Repetition·mode"·aria-label="Repetition·mode"·action="#n"·name="_anim_loop_select~~c4cfaa5fbc81~~45fe80~~bf5138049c~~2~~e2d~~"	370	·········<form·title="Repetition·mode"·aria-label="Repetition·mode"·action="#n"·name="_anim_loop_selectb512bbb5c43d49de90cc83eea0e22119"
371	···············class="anim-state">	371	···············class="anim-state">
372	···········<input·type="radio"·name="state"·value="once"·id="_anim_radio1_~~c4cfaa5fbc81~~45fe80~~bf5138049c~~2~~e2d~~"	372	···········<input·type="radio"·name="state"·value="once"·id="_anim_radio1_b512bbb5c43d49de90cc83eea0e22119"
373	··················>	373	··················>
374	···········<label·for="_anim_radio1_~~c4cfaa5fbc81~~45fe80~~bf5138049c~~2~~e2d~~">Once</label>	374	···········<label·for="_anim_radio1_b512bbb5c43d49de90cc83eea0e22119">Once</label>
375	···········<input·type="radio"·name="state"·value="loop"·id="_anim_radio2_~~c4cfaa5fbc81~~45fe80~~bf5138049c~~2~~e2d~~"	375	···········<input·type="radio"·name="state"·value="loop"·id="_anim_radio2_b512bbb5c43d49de90cc83eea0e22119"
376	··················checked>	376	··················checked>
377	···········<label·for="_anim_radio2_~~c4cfaa5fbc81~~45fe80~~bf5138049c~~2~~e2d~~">Loop</label>	377	···········<label·for="_anim_radio2_b512bbb5c43d49de90cc83eea0e22119">Loop</label>
378	···········<input·type="radio"·name="state"·value="reflect"·id="_anim_radio3_~~c4cfaa5fbc81~~45fe80~~bf5138049c~~2~~e2d~~"	378	···········<input·type="radio"·name="state"·value="reflect"·id="_anim_radio3_b512bbb5c43d49de90cc83eea0e22119"
379	··················>	379	··················>
380	···········<label·for="_anim_radio3_~~c4cfaa5fbc81~~45fe80~~bf5138049c~~2~~e2d~~">Reflect</label>	380	···········<label·for="_anim_radio3_b512bbb5c43d49de90cc83eea0e22119">Reflect</label>
381	·········</form>	381	·········</form>
382	·······</div>	382	·······</div>
383	·····</div>	383	·····</div>


384	·····<script·language="javascript">	384	·····<script·language="javascript">
385	·······/·Instantiate·the·Animation·class.·/	385	·······/·Instantiate·the·Animation·class.·/
386	·······/·The·IDs·given·should·match·those·used·in·the·template·above.·/	386	·······/·The·IDs·given·should·match·those·used·in·the·template·above.·/
387	·······(function()·{	387	·······(function()·{
388	·········var·img_id·=·"_anim_imgc4cfaa5fbc8145fe80bf5138049c2e2d";
389	·········var·slider_id·=·"_anim_sliderc4cfaa5fbc8145fe80bf5138049c2e2d";
390	·········var·~~loop_select~~_id·=·"_anim_~~loop_select~~c4~~cfaa5fbc~~8145fe80~~bf5138049c~~2~~e2d~~";	388	·········var·img_id·=·"_anim_imgb512bbb5c43d49de90cc83eea0e22119";
		389	·········var·slider_id·=·"_anim_sliderb512bbb5c43d49de90cc83eea0e22119";
		390	·········var·loop_select_id·=·"_anim_loop_selectb512bbb5c43d49de90cc83eea0e22119";
391	·········var·frames·=·new·Array(12);	391	·········var·frames·=·new·Array(12);
392	····	392	····
393	·······frames[0]·=·"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAoAAAAHgCAYAAAA10dzkAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90\	393	·······frames[0]·=·"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAoAAAAHgCAYAAAA10dzkAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90\
394	·····bGliIHZlcnNpb24zLjguMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/H5lhTAAAACXBIWXMAAA9h\	394	·····bGliIHZlcnNpb24zLjguMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/H5lhTAAAACXBIWXMAAA9h\
395	·····AAAPYQGoP6dpAAAIyUlEQVR4nO3WMQEAIAzAMMC/5+ECjiYKenbPzCwAADLO7wAAAN4ygAAAMQYQ\	395	·····AAAPYQGoP6dpAAAIyUlEQVR4nO3WMQEAIAzAMMC/5+ECjiYKenbPzCwAADLO7wAAAN4ygAAAMQYQ\
396	·····ACDGAAIAxBhAAIAYAwgAEGMAAQBiDCAAQIwBBACIMYAAADEGEAAgxgACAMQYQACAGAMIABBjAAEA\	396	·····ACDGAAIAxBhAAIAYAwgAEGMAAQBiDCAAQIwBBACIMYAAADEGEAAgxgACAMQYQACAGAMIABBjAAEA\
397	·····YgwgAECMAQQAiDGAAAAxBhAAIMYAAgDEGEAAgBgDCAAQYwABAGIMIABAjAEEAIgxgAAAMQYQACDG\	397	·····YgwgAECMAQQAiDGAAAAxBhAAIMYAAgDEGEAAgBgDCAAQYwABAGIMIABAjAEEAIgxgAAAMQYQACDG\
Offset 2920, 15 lines modified		Offset 2920, 15 lines modified
2920	·····AGAy/weJWDiHdFrdTQAAAABJRU5ErkJggg==\	2920	·····AGAy/weJWDiHdFrdTQAAAABJRU5ErkJggg==\
2921	·····"	2921	·····"


2922	·········/*·set·a·timeout·to·make·sure·all·the·above·elements·are·created·before	2922	·········/*·set·a·timeout·to·make·sure·all·the·above·elements·are·created·before
2923	············the·object·is·initialized.·*/	2923	············the·object·is·initialized.·*/
2924	·········setTimeout(function()·{	2924	·········setTimeout(function()·{
2925	·············anim~~c4cfaa5fbc81~~45fe80~~bf5138049c~~2~~e2d~~·=·new·Animation(frames,·img_id,·slider_id,·500.0,	2925	·············animb512bbb5c43d49de90cc83eea0e22119·=·new·Animation(frames,·img_id,·slider_id,·500.0,
2926	······································loop_select_id);	2926	······································loop_select_id);
2927	·········},·0);	2927	·········},·0);
2928	·······})()	2928	·······})()
2929	·····</script>	2929	·····</script>



Offset 2945, 15 lines modified		Offset 2945, 15 lines modified
2945	···example,·this·approach·is·not·very·efficient.·Thinking·of·more·efficient	2945	···example,·this·approach·is·not·very·efficient.·Thinking·of·more·efficient
2946	···approaches,·e.g.·vertices·with·zero·radius,·is·a·useful·exercise·to·learn	2946	···approaches,·e.g.·vertices·with·zero·radius,·is·a·useful·exercise·to·learn
2947	···the·combination·of·igraph·and·matplotlib.	2947	···the·combination·of·igraph·and·matplotlib.


2948	..·rst-class::·sphx-glr-timing	2948	..·rst-class::·sphx-glr-timing

2949	···Total·running·time·of·the·script:·(0·minutes·10.~~927~~·seconds)	2949	···Total·running·time·of·the·script:·(0·minutes·11.284·seconds)


2950	..·_sphx_glr_download_tutorials_ring_animation.py:	2950	..·_sphx_glr_download_tutorials_ring_animation.py:

2951	..·only::·html	2951	..·only::·html

2952	··..·container::·sphx-glr-footer·sphx-glr-footer-example	2952	··..·container::·sphx-glr-footer·sphx-glr-footer-example


Offset 147, 15 lines modified		Offset 147, 15 lines modified
147	····<span·class="n">vertex_frame_width</span>·<span·class="o">=</span>·<span·class="p">[</span><span·class="mi">3</span>·<span·class="k">if</span>·<span·class="n">v</span>·<span·class="ow">in</span>·<span·class="n">articulation_points</span>·<span·class="k">else</span>·<span·class="mi">1</span>·<span·class="k">for</span>·<span·class="n">v</span>·<span·class="ow">in</span>·<span·class="n">g</span><span·class="o">.</span><span·class="n">vs</span><span·class="p">],</span>	147	····<span·class="n">vertex_frame_width</span>·<span·class="o">=</span>·<span·class="p">[</span><span·class="mi">3</span>·<span·class="k">if</span>·<span·class="n">v</span>·<span·class="ow">in</span>·<span·class="n">articulation_points</span>·<span·class="k">else</span>·<span·class="mi">1</span>·<span·class="k">for</span>·<span·class="n">v</span>·<span·class="ow">in</span>·<span·class="n">g</span><span·class="o">.</span><span·class="n">vs</span><span·class="p">],</span>
148	····<span·class="n">edge_width</span><span·class="o">=</span><span·class="mf">0.8</span><span·class="p">,</span>	148	····<span·class="n">edge_width</span><span·class="o">=</span><span·class="mf">0.8</span><span·class="p">,</span>
149	····<span·class="n">edge_color</span><span·class="o">=</span><span·class="s1">'gray'</span>	149	····<span·class="n">edge_color</span><span·class="o">=</span><span·class="s1">'gray'</span>
150	<span·class="p">)</span>	150	<span·class="p">)</span>
151	<span·class="n">plt</span><span·class="o">.</span><span·class="n">show</span><span·class="p">()</span>	151	<span·class="n">plt</span><span·class="o">.</span><span·class="n">show</span><span·class="p">()</span>
152	</pre></div>	152	</pre></div>
153	</div>	153	</div>
154	<img·src="../_images/sphx_glr_articulation_points_001.png"·srcset="../_images/sphx_glr_articulation_points_001.png"·alt="articulation·points"·class·=·"sphx-glr-single-img"/><p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(0·minutes·0.695·seconds)</p>	154	<img·src="../_images/sphx_glr_articulation_points_001.png"·srcset="../_images/sphx_glr_articulation_points_001.png"·alt="articulation·points"·class·=·"sphx-glr-single-img"/><p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(0·minutes·0.699·seconds)</p>
155	<div·class="sphx-glr-footer·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-tutorials-articulation-points-py">	155	<div·class="sphx-glr-footer·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-tutorials-articulation-points-py">
156	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">	156	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">
157	<p><a·class="reference·download·internal"·download=""·href="../_downloads/242671ca29595146630270920763946e/articulation_points.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">articulation_points.ipynb</span></code></a></p>	157	<p><a·class="reference·download·internal"·download=""·href="../_downloads/242671ca29595146630270920763946e/articulation_points.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">articulation_points.ipynb</span></code></a></p>
158	</div>	158	</div>
159	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">	159	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">
160	<p><a·class="reference·download·internal"·download=""·href="../_downloads/7716af8970a6076243a3268ecb8571bb/articulation_points.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">articulation_points.py</span></code></a></p>	160	<p><a·class="reference·download·internal"·download=""·href="../_downloads/7716af8970a6076243a3268ecb8571bb/articulation_points.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">articulation_points.py</span></code></a></p>
161	</div>	161	</div>


Offset 66, 15 lines modified		Offset 66, 15 lines modified
66	in·g.vs],	66	in·g.vs],
67	····vertex_frame_width·=·[3·if·v·in·articulation_points·else·1·for·v·in·g.vs],	67	····vertex_frame_width·=·[3·if·v·in·articulation_points·else·1·for·v·in·g.vs],
68	····edge_width=0.8,	68	····edge_width=0.8,
69	····edge_color='gray'	69	····edge_color='gray'
70	)	70	)
71	plt.show()	71	plt.show()
72	[articulation·points]	72	[articulation·points]
73	T\x8To\x8ot\x8ta\x8al\x8l·r\x8ru\x8un\x8nn\x8ni\x8in\x8ng\x8g·t\x8ti\x8im\x8me\x8e·o\x8of\x8f·t\x8th\x8he\x8e·s\x8sc\x8cr\x8ri\x8ip\x8pt\x8t:\x8:·(0·minutes·0.695·seconds)	73	T\x8To\x8ot\x8ta\x8al\x8l·r\x8ru\x8un\x8nn\x8ni\x8in\x8ng\x8g·t\x8ti\x8im\x8me\x8e·o\x8of\x8f·t\x8th\x8he\x8e·s\x8sc\x8cr\x8ri\x8ip\x8pt\x8t:\x8:·(0·minutes·0.699·seconds)
74	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8J_\x8u_\x8p_\x8y_\x8t_\x8e_\x8r_\x8·_\x8n_\x8o_\x8t_\x8e_\x8b_\x8o_\x8o_\x8k_\x8:_\x8·_\x8a_\x8r_\x8t_\x8i_\x8c_\x8u_\x8l_\x8a_\x8t_\x8i_\x8o_\x8n_\x8__\x8p_\x8o_\x8i_\x8n_\x8t_\x8s_\x8._\x8i_\x8p_\x8y_\x8n_\x8b	74	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8J_\x8u_\x8p_\x8y_\x8t_\x8e_\x8r_\x8·_\x8n_\x8o_\x8t_\x8e_\x8b_\x8o_\x8o_\x8k_\x8:_\x8·_\x8a_\x8r_\x8t_\x8i_\x8c_\x8u_\x8l_\x8a_\x8t_\x8i_\x8o_\x8n_\x8__\x8p_\x8o_\x8i_\x8n_\x8t_\x8s_\x8._\x8i_\x8p_\x8y_\x8n_\x8b
75	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8P_\x8y_\x8t_\x8h_\x8o_\x8n_\x8·_\x8s_\x8o_\x8u_\x8r_\x8c_\x8e_\x8·_\x8c_\x8o_\x8d_\x8e_\x8:_\x8·_\x8a_\x8r_\x8t_\x8i_\x8c_\x8u_\x8l_\x8a_\x8t_\x8i_\x8o_\x8n_\x8__\x8p_\x8o_\x8i_\x8n_\x8t_\x8s_\x8._\x8p_\x8y	75	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8P_\x8y_\x8t_\x8h_\x8o_\x8n_\x8·_\x8s_\x8o_\x8u_\x8r_\x8c_\x8e_\x8·_\x8c_\x8o_\x8d_\x8e_\x8:_\x8·_\x8a_\x8r_\x8t_\x8i_\x8c_\x8u_\x8l_\x8a_\x8t_\x8i_\x8o_\x8n_\x8__\x8p_\x8o_\x8i_\x8n_\x8t_\x8s_\x8._\x8p_\x8y
76	_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y_\x8·_\x8g_\x8e_\x8n_\x8e_\x8r_\x8a_\x8t_\x8e_\x8d_\x8·_\x8b_\x8y_\x8·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x_\x8-_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y	76	_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y_\x8·_\x8g_\x8e_\x8n_\x8e_\x8r_\x8a_\x8t_\x8e_\x8d_\x8·_\x8b_\x8y_\x8·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x_\x8-_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y
77	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s·_\x8N_\x8e_\x8x_\x8t	77	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s·_\x8N_\x8e_\x8x_\x8t
78	===============================================================================	78	===============================================================================
79	©·Copyright·2010-2024,·The·igraph·development·team.	79	©·Copyright·2010-2024,·The·igraph·development·team.
80	Built·with·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x·using·a·_\x8t_\x8h_\x8e_\x8m_\x8e·provided·by·_\x8R_\x8e_\x8a_\x8d_\x8·_\x8t_\x8h_\x8e_\x8·_\x8D_\x8o_\x8c_\x8s.	80	Built·with·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x·using·a·_\x8t_\x8h_\x8e_\x8m_\x8e·provided·by·_\x8R_\x8e_\x8a_\x8d_\x8·_\x8t_\x8h_\x8e_\x8·_\x8D_\x8o_\x8c_\x8s.


Offset 204, 15 lines modified		Offset 204, 15 lines modified
204	</div>	204	</div>
205	<img·src="../_images/sphx_glr_betweenness_001.png"·srcset="../_images/sphx_glr_betweenness_001.png"·alt="betweenness"·class·=·"sphx-glr-single-img"/><div·class="sphx-glr-script-out·doctest·highlight-default·notranslate"><div·class="highlight"><pre><span></span><span·class="n">vertices</span><span·class="p">:</span>·<span·class="mf">0.0</span>·<span·class="o">-</span>·<span·class="mf">14.0</span>	205	<img·src="../_images/sphx_glr_betweenness_001.png"·srcset="../_images/sphx_glr_betweenness_001.png"·alt="betweenness"·class·=·"sphx-glr-single-img"/><div·class="sphx-glr-script-out·doctest·highlight-default·notranslate"><div·class="highlight"><pre><span></span><span·class="n">vertices</span><span·class="p">:</span>·<span·class="mf">0.0</span>·<span·class="o">-</span>·<span·class="mf">14.0</span>
206	<span·class="n">edges</span><span·class="p">:</span>·<span·class="mf">1.5</span>·<span·class="o">-</span>·<span·class="mf">16.0</span>	206	<span·class="n">edges</span><span·class="p">:</span>·<span·class="mf">1.5</span>·<span·class="o">-</span>·<span·class="mf">16.0</span>
207	<span·class="n">vertices</span><span·class="p">:</span>·<span·class="mf">0.0</span>·<span·class="o">-</span>·<span·class="mf">753.8235063912693</span>	207	<span·class="n">vertices</span><span·class="p">:</span>·<span·class="mf">0.0</span>·<span·class="o">-</span>·<span·class="mf">753.8235063912693</span>
208	<span·class="n">edges</span><span·class="p">:</span>·<span·class="mf">8.951984126984126</span>·<span·class="o">-</span>·<span·class="mf">477.30745059034535</span>	208	<span·class="n">edges</span><span·class="p">:</span>·<span·class="mf">8.951984126984126</span>·<span·class="o">-</span>·<span·class="mf">477.30745059034535</span>
209	</pre></div>	209	</pre></div>
210	</div>	210	</div>
211	<p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(0·minutes·11.~~286~~·seconds)</p>	211	<p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(0·minutes·11.939·seconds)</p>
212	<div·class="sphx-glr-footer·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-tutorials-betweenness-py">	212	<div·class="sphx-glr-footer·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-tutorials-betweenness-py">
213	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">	213	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">
214	<p><a·class="reference·download·internal"·download=""·href="../_downloads/5913b4a7cb974d0c722c100ffe6a770f/betweenness.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">betweenness.ipynb</span></code></a></p>	214	<p><a·class="reference·download·internal"·download=""·href="../_downloads/5913b4a7cb974d0c722c100ffe6a770f/betweenness.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">betweenness.ipynb</span></code></a></p>
215	</div>	215	</div>
216	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">	216	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">
217	<p><a·class="reference·download·internal"·download=""·href="../_downloads/a7ec70a8d202cc065942f63712e4c54e/betweenness.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">betweenness.py</span></code></a></p>	217	<p><a·class="reference·download·internal"·download=""·href="../_downloads/a7ec70a8d202cc065942f63712e4c54e/betweenness.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">betweenness.py</span></code></a></p>
218	</div>	218	</div>


Offset 125, 15 lines modified		Offset 125, 15 lines modified
125	fig.tight_layout(h_pad=1)	125	fig.tight_layout(h_pad=1)
126	plt.show()	126	plt.show()
127	[betweenness]	127	[betweenness]
128	vertices:·0.0·-·14.0	128	vertices:·0.0·-·14.0
129	edges:·1.5·-·16.0	129	edges:·1.5·-·16.0
130	vertices:·0.0·-·753.8235063912693	130	vertices:·0.0·-·753.8235063912693
131	edges:·8.951984126984126·-·477.30745059034535	131	edges:·8.951984126984126·-·477.30745059034535
132	T\x8To\x8ot\x8ta\x8al\x8l·r\x8ru\x8un\x8nn\x8ni\x8in\x8ng\x8g·t\x8ti\x8im\x8me\x8e·o\x8of\x8f·t\x8th\x8he\x8e·s\x8sc\x8cr\x8ri\x8ip\x8pt\x8t:\x8:·(0·minutes·11.~~286~~·seconds)	132	T\x8To\x8ot\x8ta\x8al\x8l·r\x8ru\x8un\x8nn\x8ni\x8in\x8ng\x8g·t\x8ti\x8im\x8me\x8e·o\x8of\x8f·t\x8th\x8he\x8e·s\x8sc\x8cr\x8ri\x8ip\x8pt\x8t:\x8:·(0·minutes·11.939·seconds)
133	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8J_\x8u_\x8p_\x8y_\x8t_\x8e_\x8r_\x8·_\x8n_\x8o_\x8t_\x8e_\x8b_\x8o_\x8o_\x8k_\x8:_\x8·_\x8b_\x8e_\x8t_\x8w_\x8e_\x8e_\x8n_\x8n_\x8e_\x8s_\x8s_\x8._\x8i_\x8p_\x8y_\x8n_\x8b	133	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8J_\x8u_\x8p_\x8y_\x8t_\x8e_\x8r_\x8·_\x8n_\x8o_\x8t_\x8e_\x8b_\x8o_\x8o_\x8k_\x8:_\x8·_\x8b_\x8e_\x8t_\x8w_\x8e_\x8e_\x8n_\x8n_\x8e_\x8s_\x8s_\x8._\x8i_\x8p_\x8y_\x8n_\x8b
134	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8P_\x8y_\x8t_\x8h_\x8o_\x8n_\x8·_\x8s_\x8o_\x8u_\x8r_\x8c_\x8e_\x8·_\x8c_\x8o_\x8d_\x8e_\x8:_\x8·_\x8b_\x8e_\x8t_\x8w_\x8e_\x8e_\x8n_\x8n_\x8e_\x8s_\x8s_\x8._\x8p_\x8y	134	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8P_\x8y_\x8t_\x8h_\x8o_\x8n_\x8·_\x8s_\x8o_\x8u_\x8r_\x8c_\x8e_\x8·_\x8c_\x8o_\x8d_\x8e_\x8:_\x8·_\x8b_\x8e_\x8t_\x8w_\x8e_\x8e_\x8n_\x8n_\x8e_\x8s_\x8s_\x8._\x8p_\x8y
135	_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y_\x8·_\x8g_\x8e_\x8n_\x8e_\x8r_\x8a_\x8t_\x8e_\x8d_\x8·_\x8b_\x8y_\x8·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x_\x8-_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y	135	_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y_\x8·_\x8g_\x8e_\x8n_\x8e_\x8r_\x8a_\x8t_\x8e_\x8d_\x8·_\x8b_\x8y_\x8·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x_\x8-_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y
136	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s·_\x8N_\x8e_\x8x_\x8t	136	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s·_\x8N_\x8e_\x8x_\x8t
137	===============================================================================	137	===============================================================================
138	©·Copyright·2010-2024,·The·igraph·development·team.	138	©·Copyright·2010-2024,·The·igraph·development·team.
139	Built·with·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x·using·a·_\x8t_\x8h_\x8e_\x8m_\x8e·provided·by·_\x8R_\x8e_\x8a_\x8d_\x8·_\x8t_\x8h_\x8e_\x8·_\x8D_\x8o_\x8c_\x8s.	139	Built·with·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x·using·a·_\x8t_\x8h_\x8e_\x8m_\x8e·provided·by·_\x8R_\x8e_\x8a_\x8d_\x8·_\x8t_\x8h_\x8e_\x8·_\x8D_\x8o_\x8c_\x8s.


Offset 85, 16 lines modified		Offset 85, 16 lines modified
85	····vertex_color="lightblue",	85	····vertex_color="lightblue",
86	····edge_width=[3·if·e.target·==·matching.match_of(e.source)·else·1.0·for·e·in	86	····edge_width=[3·if·e.target·==·matching.match_of(e.source)·else·1.0·for·e·in
87	g.es],	87	g.es],
88	····edge_color=["red"·if·e.target·==·matching.match_of(e.source)·else·"black"	88	····edge_color=["red"·if·e.target·==·matching.match_of(e.source)·else·"black"
89	for·e·in·g.es]	89	for·e·in·g.es]
90	)	90	)
91	[bipartite·matching]	91	[bipartite·matching]
92	<igraph.drawing.matplotlib.graph.GraphArtist·object·at·0x~~ec0b0fa8~~>	92	<igraph.drawing.matplotlib.graph.GraphArtist·object·at·0xab8617e0>
93	T\x8To\x8ot\x8ta\x8al\x8l·r\x8ru\x8un\x8nn\x8ni\x8in\x8ng\x8g·t\x8ti\x8im\x8me\x8e·o\x8of\x8f·t\x8th\x8he\x8e·s\x8sc\x8cr\x8ri\x8ip\x8pt\x8t:\x8:·(0·minutes·0.680·seconds)	93	T\x8To\x8ot\x8ta\x8al\x8l·r\x8ru\x8un\x8nn\x8ni\x8in\x8ng\x8g·t\x8ti\x8im\x8me\x8e·o\x8of\x8f·t\x8th\x8he\x8e·s\x8sc\x8cr\x8ri\x8ip\x8pt\x8t:\x8:·(0·minutes·0.683·seconds)
94	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8J_\x8u_\x8p_\x8y_\x8t_\x8e_\x8r_\x8·_\x8n_\x8o_\x8t_\x8e_\x8b_\x8o_\x8o_\x8k_\x8:_\x8·_\x8b_\x8i_\x8p_\x8a_\x8r_\x8t_\x8i_\x8t_\x8e_\x8__\x8m_\x8a_\x8t_\x8c_\x8h_\x8i_\x8n_\x8g_\x8._\x8i_\x8p_\x8y_\x8n_\x8b	94	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8J_\x8u_\x8p_\x8y_\x8t_\x8e_\x8r_\x8·_\x8n_\x8o_\x8t_\x8e_\x8b_\x8o_\x8o_\x8k_\x8:_\x8·_\x8b_\x8i_\x8p_\x8a_\x8r_\x8t_\x8i_\x8t_\x8e_\x8__\x8m_\x8a_\x8t_\x8c_\x8h_\x8i_\x8n_\x8g_\x8._\x8i_\x8p_\x8y_\x8n_\x8b
95	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8P_\x8y_\x8t_\x8h_\x8o_\x8n_\x8·_\x8s_\x8o_\x8u_\x8r_\x8c_\x8e_\x8·_\x8c_\x8o_\x8d_\x8e_\x8:_\x8·_\x8b_\x8i_\x8p_\x8a_\x8r_\x8t_\x8i_\x8t_\x8e_\x8__\x8m_\x8a_\x8t_\x8c_\x8h_\x8i_\x8n_\x8g_\x8._\x8p_\x8y	95	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8P_\x8y_\x8t_\x8h_\x8o_\x8n_\x8·_\x8s_\x8o_\x8u_\x8r_\x8c_\x8e_\x8·_\x8c_\x8o_\x8d_\x8e_\x8:_\x8·_\x8b_\x8i_\x8p_\x8a_\x8r_\x8t_\x8i_\x8t_\x8e_\x8__\x8m_\x8a_\x8t_\x8c_\x8h_\x8i_\x8n_\x8g_\x8._\x8p_\x8y
96	_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y_\x8·_\x8g_\x8e_\x8n_\x8e_\x8r_\x8a_\x8t_\x8e_\x8d_\x8·_\x8b_\x8y_\x8·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x_\x8-_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y	96	_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y_\x8·_\x8g_\x8e_\x8n_\x8e_\x8r_\x8a_\x8t_\x8e_\x8d_\x8·_\x8b_\x8y_\x8·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x_\x8-_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y
97	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s·_\x8N_\x8e_\x8x_\x8t	97	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s·_\x8N_\x8e_\x8x_\x8t
98	===============================================================================	98	===============================================================================
99	©·Copyright·2010-2024,·The·igraph·development·team.	99	©·Copyright·2010-2024,·The·igraph·development·team.
100	Built·with·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x·using·a·_\x8t_\x8h_\x8e_\x8m_\x8e·provided·by·_\x8R_\x8e_\x8a_\x8d_\x8·_\x8t_\x8h_\x8e_\x8·_\x8D_\x8o_\x8c_\x8s.	100	Built·with·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x·using·a·_\x8t_\x8h_\x8e_\x8m_\x8e·provided·by·_\x8R_\x8e_\x8a_\x8d_\x8·_\x8t_\x8h_\x8e_\x8·_\x8D_\x8o_\x8c_\x8s.


Offset 188, 15 lines modified		Offset 188, 15 lines modified
188	····<span·class="n">vertex_label</span><span·class="o">=</span><span·class="nb">range</span><span·class="p">(</span><span·class="n">g</span><span·class="o">.</span><span·class="n">vcount</span><span·class="p">()),</span>	188	····<span·class="n">vertex_label</span><span·class="o">=</span><span·class="nb">range</span><span·class="p">(</span><span·class="n">g</span><span·class="o">.</span><span·class="n">vcount</span><span·class="p">()),</span>
189	····<span·class="n">vertex_color</span><span·class="o">=</span><span·class="p">[</span><span·class="s2">"lightblue"</span>·<span·class="k">if</span>·<span·class="n">i</span>·<span·class="o"><</span>·<span·class="mi">9</span>·<span·class="k">else</span>·<span·class="s2">"orange"</span>·<span·class="k">for</span>·<span·class="n">i</span>·<span·class="ow">in</span>·<span·class="nb">range</span><span·class="p">(</span><span·class="mi">11</span><span·class="p">)],</span>	189	····<span·class="n">vertex_color</span><span·class="o">=</span><span·class="p">[</span><span·class="s2">"lightblue"</span>·<span·class="k">if</span>·<span·class="n">i</span>·<span·class="o"><</span>·<span·class="mi">9</span>·<span·class="k">else</span>·<span·class="s2">"orange"</span>·<span·class="k">for</span>·<span·class="n">i</span>·<span·class="ow">in</span>·<span·class="nb">range</span><span·class="p">(</span><span·class="mi">11</span><span·class="p">)],</span>
190	····<span·class="n">edge_width</span><span·class="o">=</span><span·class="p">[</span><span·class="mf">1.0</span>·<span·class="o">+</span>·<span·class="n">flow</span><span·class="o">.</span><span·class="n">flow</span><span·class="p">[</span><span·class="n">i</span><span·class="p">]</span>·<span·class="k">for</span>·<span·class="n">i</span>·<span·class="ow">in</span>·<span·class="nb">range</span><span·class="p">(</span><span·class="n">g</span><span·class="o">.</span><span·class="n">ecount</span><span·class="p">())]</span>	190	····<span·class="n">edge_width</span><span·class="o">=</span><span·class="p">[</span><span·class="mf">1.0</span>·<span·class="o">+</span>·<span·class="n">flow</span><span·class="o">.</span><span·class="n">flow</span><span·class="p">[</span><span·class="n">i</span><span·class="p">]</span>·<span·class="k">for</span>·<span·class="n">i</span>·<span·class="ow">in</span>·<span·class="nb">range</span><span·class="p">(</span><span·class="n">g</span><span·class="o">.</span><span·class="n">ecount</span><span·class="p">())]</span>
191	<span·class="p">)</span>	191	<span·class="p">)</span>
192	<span·class="n">plt</span><span·class="o">.</span><span·class="n">show</span><span·class="p">()</span>	192	<span·class="n">plt</span><span·class="o">.</span><span·class="n">show</span><span·class="p">()</span>
193	</pre></div>	193	</pre></div>
194	</div>	194	</div>
195	<img·src="../_images/sphx_glr_bipartite_matching_maxflow_001.png"·srcset="../_images/sphx_glr_bipartite_matching_maxflow_001.png"·alt="bipartite·matching·maxflow"·class·=·"sphx-glr-single-img"/><p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(0·minutes·0.842·seconds)</p>	195	<img·src="../_images/sphx_glr_bipartite_matching_maxflow_001.png"·srcset="../_images/sphx_glr_bipartite_matching_maxflow_001.png"·alt="bipartite·matching·maxflow"·class·=·"sphx-glr-single-img"/><p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(0·minutes·0.840·seconds)</p>
196	<div·class="sphx-glr-footer·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-tutorials-bipartite-matching-maxflow-py">	196	<div·class="sphx-glr-footer·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-tutorials-bipartite-matching-maxflow-py">
197	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">	197	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">
198	<p><a·class="reference·download·internal"·download=""·href="../_downloads/80f52b7ca439904ca0fafc31d8c351c8/bipartite_matching_maxflow.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">bipartite_matching_maxflow.ipynb</span></code></a></p>	198	<p><a·class="reference·download·internal"·download=""·href="../_downloads/80f52b7ca439904ca0fafc31d8c351c8/bipartite_matching_maxflow.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">bipartite_matching_maxflow.ipynb</span></code></a></p>
199	</div>	199	</div>
200	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">	200	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">
201	<p><a·class="reference·download·internal"·download=""·href="../_downloads/d56003997f3293e821663aebb5b1e9d0/bipartite_matching_maxflow.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">bipartite_matching_maxflow.py</span></code></a></p>	201	<p><a·class="reference·download·internal"·download=""·href="../_downloads/d56003997f3293e821663aebb5b1e9d0/bipartite_matching_maxflow.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">bipartite_matching_maxflow.py</span></code></a></p>
202	</div>	202	</div>


Offset 96, 15 lines modified		Offset 96, 15 lines modified
96	····vertex_size=30,	96	····vertex_size=30,
97	····vertex_label=range(g.vcount()),	97	····vertex_label=range(g.vcount()),
98	····vertex_color=["lightblue"·if·i·<·9·else·"orange"·for·i·in·range(11)],	98	····vertex_color=["lightblue"·if·i·<·9·else·"orange"·for·i·in·range(11)],
99	····edge_width=[1.0·+·flow.flow[i]·for·i·in·range(g.ecount())]	99	····edge_width=[1.0·+·flow.flow[i]·for·i·in·range(g.ecount())]
100	)	100	)
101	plt.show()	101	plt.show()
102	[bipartite·matching·maxflow]	102	[bipartite·matching·maxflow]
103	T\x8To\x8ot\x8ta\x8al\x8l·r\x8ru\x8un\x8nn\x8ni\x8in\x8ng\x8g·t\x8ti\x8im\x8me\x8e·o\x8of\x8f·t\x8th\x8he\x8e·s\x8sc\x8cr\x8ri\x8ip\x8pt\x8t:\x8:·(0·minutes·0.842·seconds)	103	T\x8To\x8ot\x8ta\x8al\x8l·r\x8ru\x8un\x8nn\x8ni\x8in\x8ng\x8g·t\x8ti\x8im\x8me\x8e·o\x8of\x8f·t\x8th\x8he\x8e·s\x8sc\x8cr\x8ri\x8ip\x8pt\x8t:\x8:·(0·minutes·0.840·seconds)
104	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8J_\x8u_\x8p_\x8y_\x8t_\x8e_\x8r_\x8·_\x8n_\x8o_\x8t_\x8e_\x8b_\x8o_\x8o_\x8k_\x8:_\x8·_\x8b_\x8i_\x8p_\x8a_\x8r_\x8t_\x8i_\x8t_\x8e_\x8__\x8m_\x8a_\x8t_\x8c_\x8h_\x8i_\x8n_\x8g_\x8__\x8m_\x8a_\x8x_\x8f_\x8l_\x8o_\x8w_\x8._\x8i_\x8p_\x8y_\x8n_\x8b	104	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8J_\x8u_\x8p_\x8y_\x8t_\x8e_\x8r_\x8·_\x8n_\x8o_\x8t_\x8e_\x8b_\x8o_\x8o_\x8k_\x8:_\x8·_\x8b_\x8i_\x8p_\x8a_\x8r_\x8t_\x8i_\x8t_\x8e_\x8__\x8m_\x8a_\x8t_\x8c_\x8h_\x8i_\x8n_\x8g_\x8__\x8m_\x8a_\x8x_\x8f_\x8l_\x8o_\x8w_\x8._\x8i_\x8p_\x8y_\x8n_\x8b
105	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8P_\x8y_\x8t_\x8h_\x8o_\x8n_\x8·_\x8s_\x8o_\x8u_\x8r_\x8c_\x8e_\x8·_\x8c_\x8o_\x8d_\x8e_\x8:_\x8·_\x8b_\x8i_\x8p_\x8a_\x8r_\x8t_\x8i_\x8t_\x8e_\x8__\x8m_\x8a_\x8t_\x8c_\x8h_\x8i_\x8n_\x8g_\x8__\x8m_\x8a_\x8x_\x8f_\x8l_\x8o_\x8w_\x8._\x8p_\x8y	105	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8P_\x8y_\x8t_\x8h_\x8o_\x8n_\x8·_\x8s_\x8o_\x8u_\x8r_\x8c_\x8e_\x8·_\x8c_\x8o_\x8d_\x8e_\x8:_\x8·_\x8b_\x8i_\x8p_\x8a_\x8r_\x8t_\x8i_\x8t_\x8e_\x8__\x8m_\x8a_\x8t_\x8c_\x8h_\x8i_\x8n_\x8g_\x8__\x8m_\x8a_\x8x_\x8f_\x8l_\x8o_\x8w_\x8._\x8p_\x8y
106	_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y_\x8·_\x8g_\x8e_\x8n_\x8e_\x8r_\x8a_\x8t_\x8e_\x8d_\x8·_\x8b_\x8y_\x8·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x_\x8-_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y	106	_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y_\x8·_\x8g_\x8e_\x8n_\x8e_\x8r_\x8a_\x8t_\x8e_\x8d_\x8·_\x8b_\x8y_\x8·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x_\x8-_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y
107	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s·_\x8N_\x8e_\x8x_\x8t	107	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s·_\x8N_\x8e_\x8x_\x8t
108	===============================================================================	108	===============================================================================
109	©·Copyright·2010-2024,·The·igraph·development·team.	109	©·Copyright·2010-2024,·The·igraph·development·team.
110	Built·with·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x·using·a·_\x8t_\x8h_\x8e_\x8m_\x8e·provided·by·_\x8R_\x8e_\x8a_\x8d_\x8·_\x8t_\x8h_\x8e_\x8·_\x8D_\x8o_\x8c_\x8s.	110	Built·with·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x·using·a·_\x8t_\x8h_\x8e_\x8m_\x8e·provided·by·_\x8R_\x8e_\x8a_\x8d_\x8·_\x8t_\x8h_\x8e_\x8·_\x8D_\x8o_\x8c_\x8s.


Offset 191, 15 lines modified		Offset 191, 15 lines modified
191	····<span·class="n">edge_align_label</span><span·class="o">=</span><span·class="kc">True</span><span·class="p">,</span>······<span·class="c1">#·make·sure·labels·are·aligned·with·the·edge</span>	191	····<span·class="n">edge_align_label</span><span·class="o">=</span><span·class="kc">True</span><span·class="p">,</span>······<span·class="c1">#·make·sure·labels·are·aligned·with·the·edge</span>
192	····<span·class="n">edge_label</span><span·class="o">=</span><span·class="n">g</span><span·class="o">.</span><span·class="n">es</span><span·class="p">[</span><span·class="s2">"label"</span><span·class="p">],</span>	192	····<span·class="n">edge_label</span><span·class="o">=</span><span·class="n">g</span><span·class="o">.</span><span·class="n">es</span><span·class="p">[</span><span·class="s2">"label"</span><span·class="p">],</span>
193	····<span·class="n">edge_label_color</span><span·class="o">=</span><span·class="s2">"red"</span>	193	····<span·class="n">edge_label_color</span><span·class="o">=</span><span·class="s2">"red"</span>
194	<span·class="p">)</span>	194	<span·class="p">)</span>
195	<span·class="n">plt</span><span·class="o">.</span><span·class="n">show</span><span·class="p">()</span>	195	<span·class="n">plt</span><span·class="o">.</span><span·class="n">show</span><span·class="p">()</span>
196	</pre></div>	196	</pre></div>
197	</div>	197	</div>
198	<img·src="../_images/sphx_glr_bridges_002.png"·srcset="../_images/sphx_glr_bridges_002.png"·alt="bridges"·class·=·"sphx-glr-single-img"/><p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(0·minutes·2.100·seconds)</p>	198	<img·src="../_images/sphx_glr_bridges_002.png"·srcset="../_images/sphx_glr_bridges_002.png"·alt="bridges"·class·=·"sphx-glr-single-img"/><p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(0·minutes·2.125·seconds)</p>
199	<div·class="sphx-glr-footer·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-tutorials-bridges-py">	199	<div·class="sphx-glr-footer·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-tutorials-bridges-py">
200	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">	200	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">
201	<p><a·class="reference·download·internal"·download=""·href="../_downloads/0e3dd42ffedbd9a3484b540044bcfdc6/bridges.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">bridges.ipynb</span></code></a></p>	201	<p><a·class="reference·download·internal"·download=""·href="../_downloads/0e3dd42ffedbd9a3484b540044bcfdc6/bridges.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">bridges.ipynb</span></code></a></p>
202	</div>	202	</div>
203	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">	203	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">
204	<p><a·class="reference·download·internal"·download=""·href="../_downloads/bae7aba824f72e4b23fc8060976ad889/bridges.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">bridges.py</span></code></a></p>	204	<p><a·class="reference·download·internal"·download=""·href="../_downloads/bae7aba824f72e4b23fc8060976ad889/bridges.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">bridges.py</span></code></a></p>
205	</div>	205	</div>


Offset 101, 15 lines modified		Offset 101, 15 lines modified
101	····edge_background="#FFF0",····#·transparent·background·color	101	····edge_background="#FFF0",····#·transparent·background·color
102	····edge_align_label=True,······#·make·sure·labels·are·aligned·with·the·edge	102	····edge_align_label=True,······#·make·sure·labels·are·aligned·with·the·edge
103	····edge_label=g.es["label"],	103	····edge_label=g.es["label"],
104	····edge_label_color="red"	104	····edge_label_color="red"
105	)	105	)
106	plt.show()	106	plt.show()
107	[bridges]	107	[bridges]
108	T\x8To\x8ot\x8ta\x8al\x8l·r\x8ru\x8un\x8nn\x8ni\x8in\x8ng\x8g·t\x8ti\x8im\x8me\x8e·o\x8of\x8f·t\x8th\x8he\x8e·s\x8sc\x8cr\x8ri\x8ip\x8pt\x8t:\x8:·(0·minutes·2.100·seconds)	108	T\x8To\x8ot\x8ta\x8al\x8l·r\x8ru\x8un\x8nn\x8ni\x8in\x8ng\x8g·t\x8ti\x8im\x8me\x8e·o\x8of\x8f·t\x8th\x8he\x8e·s\x8sc\x8cr\x8ri\x8ip\x8pt\x8t:\x8:·(0·minutes·2.125·seconds)
109	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8J_\x8u_\x8p_\x8y_\x8t_\x8e_\x8r_\x8·_\x8n_\x8o_\x8t_\x8e_\x8b_\x8o_\x8o_\x8k_\x8:_\x8·_\x8b_\x8r_\x8i_\x8d_\x8g_\x8e_\x8s_\x8._\x8i_\x8p_\x8y_\x8n_\x8b	109	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8J_\x8u_\x8p_\x8y_\x8t_\x8e_\x8r_\x8·_\x8n_\x8o_\x8t_\x8e_\x8b_\x8o_\x8o_\x8k_\x8:_\x8·_\x8b_\x8r_\x8i_\x8d_\x8g_\x8e_\x8s_\x8._\x8i_\x8p_\x8y_\x8n_\x8b
110	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8P_\x8y_\x8t_\x8h_\x8o_\x8n_\x8·_\x8s_\x8o_\x8u_\x8r_\x8c_\x8e_\x8·_\x8c_\x8o_\x8d_\x8e_\x8:_\x8·_\x8b_\x8r_\x8i_\x8d_\x8g_\x8e_\x8s_\x8._\x8p_\x8y	110	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8P_\x8y_\x8t_\x8h_\x8o_\x8n_\x8·_\x8s_\x8o_\x8u_\x8r_\x8c_\x8e_\x8·_\x8c_\x8o_\x8d_\x8e_\x8:_\x8·_\x8b_\x8r_\x8i_\x8d_\x8g_\x8e_\x8s_\x8._\x8p_\x8y
111	_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y_\x8·_\x8g_\x8e_\x8n_\x8e_\x8r_\x8a_\x8t_\x8e_\x8d_\x8·_\x8b_\x8y_\x8·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x_\x8-_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y	111	_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y_\x8·_\x8g_\x8e_\x8n_\x8e_\x8r_\x8a_\x8t_\x8e_\x8d_\x8·_\x8b_\x8y_\x8·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x_\x8-_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y
112	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s·_\x8N_\x8e_\x8x_\x8t	112	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s·_\x8N_\x8e_\x8x_\x8t
113	===============================================================================	113	===============================================================================
114	©·Copyright·2010-2024,·The·igraph·development·team.	114	©·Copyright·2010-2024,·The·igraph·development·team.
115	Built·with·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x·using·a·_\x8t_\x8h_\x8e_\x8m_\x8e·provided·by·_\x8R_\x8e_\x8a_\x8d_\x8·_\x8t_\x8h_\x8e_\x8·_\x8D_\x8o_\x8c_\x8s.	115	Built·with·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x·using·a·_\x8t_\x8h_\x8e_\x8m_\x8e·provided·by·_\x8R_\x8e_\x8a_\x8d_\x8·_\x8t_\x8h_\x8e_\x8·_\x8D_\x8o_\x8c_\x8s.


Offset 338, 15 lines modified		Offset 338, 15 lines modified
338	····<span·class="n">bbox_to_anchor</span><span·class="o">=</span><span·class="p">(</span><span·class="mi">0</span><span·class="p">,</span>·<span·class="mf">1.0</span><span·class="p">),</span>	338	····<span·class="n">bbox_to_anchor</span><span·class="o">=</span><span·class="p">(</span><span·class="mi">0</span><span·class="p">,</span>·<span·class="mf">1.0</span><span·class="p">),</span>
339	····<span·class="n">bbox_transform</span><span·class="o">=</span><span·class="n">ax2</span><span·class="o">.</span><span·class="n">transAxes</span><span·class="p">,</span>	339	····<span·class="n">bbox_transform</span><span·class="o">=</span><span·class="n">ax2</span><span·class="o">.</span><span·class="n">transAxes</span><span·class="p">,</span>
340	<span·class="p">)</span>	340	<span·class="p">)</span>

341	<span·class="n">fig2</span><span·class="o">.</span><span·class="n">set_size_inches</span><span·class="p">(</span><span·class="mi">10</span><span·class="p">,</span>·<span·class="mi">10</span><span·class="p">)</span>	341	<span·class="n">fig2</span><span·class="o">.</span><span·class="n">set_size_inches</span><span·class="p">(</span><span·class="mi">10</span><span·class="p">,</span>·<span·class="mi">10</span><span·class="p">)</span>
342	</pre></div>	342	</pre></div>
343	</div>	343	</div>
344	<img·src="../_images/sphx_glr_cluster_contraction_002.png"·srcset="../_images/sphx_glr_cluster_contraction_002.png"·alt="cluster·contraction"·class·=·"sphx-glr-single-img"/><p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(0·minutes·7.604·seconds)</p>	344	<img·src="../_images/sphx_glr_cluster_contraction_002.png"·srcset="../_images/sphx_glr_cluster_contraction_002.png"·alt="cluster·contraction"·class·=·"sphx-glr-single-img"/><p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(0·minutes·8.160·seconds)</p>
345	<div·class="sphx-glr-footer·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-tutorials-cluster-contraction-py">	345	<div·class="sphx-glr-footer·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-tutorials-cluster-contraction-py">
346	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">	346	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">
347	<p><a·class="reference·download·internal"·download=""·href="../_downloads/f5753ecc0bf36a46d0f61753dfffd31a/cluster_contraction.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">cluster_contraction.ipynb</span></code></a></p>	347	<p><a·class="reference·download·internal"·download=""·href="../_downloads/f5753ecc0bf36a46d0f61753dfffd31a/cluster_contraction.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">cluster_contraction.ipynb</span></code></a></p>
348	</div>	348	</div>
349	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">	349	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">
350	<p><a·class="reference·download·internal"·download=""·href="../_downloads/618e73474ffdd23b6647bbe6721ad6e3/cluster_contraction.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">cluster_contraction.py</span></code></a></p>	350	<p><a·class="reference·download·internal"·download=""·href="../_downloads/618e73474ffdd23b6647bbe6721ad6e3/cluster_contraction.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">cluster_contraction.py</span></code></a></p>
351	</div>	351	</div>


Offset 185, 15 lines modified		Offset 185, 15 lines modified
185	····<span·class="n">layout</span><span·class="o">=</span><span·class="s2">"circle"</span><span·class="p">,</span>	185	····<span·class="n">layout</span><span·class="o">=</span><span·class="s2">"circle"</span><span·class="p">,</span>
186	····<span·class="n">vertex_color</span><span·class="o">=</span><span·class="s2">"black"</span><span·class="p">,</span>	186	····<span·class="n">vertex_color</span><span·class="o">=</span><span·class="s2">"black"</span><span·class="p">,</span>
187	<span·class="p">)</span>	187	<span·class="p">)</span>
188	<span·class="n">axs</span><span·class="p">[</span><span·class="mi">1</span><span·class="p">,</span>·<span·class="mi">1</span><span·class="p">]</span><span·class="o">.</span><span·class="n">set_title</span><span·class="p">(</span><span·class="s1">'Complement·of·union·graph'</span><span·class="p">)</span>	188	<span·class="n">axs</span><span·class="p">[</span><span·class="mi">1</span><span·class="p">,</span>·<span·class="mi">1</span><span·class="p">]</span><span·class="o">.</span><span·class="n">set_title</span><span·class="p">(</span><span·class="s1">'Complement·of·union·graph'</span><span·class="p">)</span>
189	<span·class="n">plt</span><span·class="o">.</span><span·class="n">show</span><span·class="p">()</span>	189	<span·class="n">plt</span><span·class="o">.</span><span·class="n">show</span><span·class="p">()</span>
190	</pre></div>	190	</pre></div>
191	</div>	191	</div>
192	<img·src="../_images/sphx_glr_complement_001.png"·srcset="../_images/sphx_glr_complement_001.png"·alt="Original·graph,·Complement·graph,·Union·graph,·Complement·of·union·graph"·class·=·"sphx-glr-single-img"/><p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(0·minutes·2.~~793~~·seconds)</p>	192	<img·src="../_images/sphx_glr_complement_001.png"·srcset="../_images/sphx_glr_complement_001.png"·alt="Original·graph,·Complement·graph,·Union·graph,·Complement·of·union·graph"·class·=·"sphx-glr-single-img"/><p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(0·minutes·2.810·seconds)</p>
193	<div·class="sphx-glr-footer·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-tutorials-complement-py">	193	<div·class="sphx-glr-footer·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-tutorials-complement-py">
194	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">	194	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">
195	<p><a·class="reference·download·internal"·download=""·href="../_downloads/18a48ac28bf0a7d1df83e5bf8d86cf72/complement.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">complement.ipynb</span></code></a></p>	195	<p><a·class="reference·download·internal"·download=""·href="../_downloads/18a48ac28bf0a7d1df83e5bf8d86cf72/complement.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">complement.ipynb</span></code></a></p>
196	</div>	196	</div>
197	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">	197	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">
198	<p><a·class="reference·download·internal"·download=""·href="../_downloads/d1f9b5ec5915b527bd3029f0e97e652e/complement.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">complement.py</span></code></a></p>	198	<p><a·class="reference·download·internal"·download=""·href="../_downloads/d1f9b5ec5915b527bd3029f0e97e652e/complement.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">complement.py</span></code></a></p>
199	</div>	199	</div>


Offset 95, 15 lines modified		Offset 95, 15 lines modified
95	····target=axs[1,·1],	95	····target=axs[1,·1],
96	····layout="circle",	96	····layout="circle",
97	····vertex_color="black",	97	····vertex_color="black",
98	)	98	)
99	axs[1,·1].set_title('Complement·of·union·graph')	99	axs[1,·1].set_title('Complement·of·union·graph')
100	plt.show()	100	plt.show()
101	[Original·graph,·Complement·graph,·Union·graph,·Complement·of·union·graph]	101	[Original·graph,·Complement·graph,·Union·graph,·Complement·of·union·graph]
102	T\x8To\x8ot\x8ta\x8al\x8l·r\x8ru\x8un\x8nn\x8ni\x8in\x8ng\x8g·t\x8ti\x8im\x8me\x8e·o\x8of\x8f·t\x8th\x8he\x8e·s\x8sc\x8cr\x8ri\x8ip\x8pt\x8t:\x8:·(0·minutes·2.~~793~~·seconds)	102	T\x8To\x8ot\x8ta\x8al\x8l·r\x8ru\x8un\x8nn\x8ni\x8in\x8ng\x8g·t\x8ti\x8im\x8me\x8e·o\x8of\x8f·t\x8th\x8he\x8e·s\x8sc\x8cr\x8ri\x8ip\x8pt\x8t:\x8:·(0·minutes·2.810·seconds)
103	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8J_\x8u_\x8p_\x8y_\x8t_\x8e_\x8r_\x8·_\x8n_\x8o_\x8t_\x8e_\x8b_\x8o_\x8o_\x8k_\x8:_\x8·_\x8c_\x8o_\x8m_\x8p_\x8l_\x8e_\x8m_\x8e_\x8n_\x8t_\x8._\x8i_\x8p_\x8y_\x8n_\x8b	103	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8J_\x8u_\x8p_\x8y_\x8t_\x8e_\x8r_\x8·_\x8n_\x8o_\x8t_\x8e_\x8b_\x8o_\x8o_\x8k_\x8:_\x8·_\x8c_\x8o_\x8m_\x8p_\x8l_\x8e_\x8m_\x8e_\x8n_\x8t_\x8._\x8i_\x8p_\x8y_\x8n_\x8b
104	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8P_\x8y_\x8t_\x8h_\x8o_\x8n_\x8·_\x8s_\x8o_\x8u_\x8r_\x8c_\x8e_\x8·_\x8c_\x8o_\x8d_\x8e_\x8:_\x8·_\x8c_\x8o_\x8m_\x8p_\x8l_\x8e_\x8m_\x8e_\x8n_\x8t_\x8._\x8p_\x8y	104	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8P_\x8y_\x8t_\x8h_\x8o_\x8n_\x8·_\x8s_\x8o_\x8u_\x8r_\x8c_\x8e_\x8·_\x8c_\x8o_\x8d_\x8e_\x8:_\x8·_\x8c_\x8o_\x8m_\x8p_\x8l_\x8e_\x8m_\x8e_\x8n_\x8t_\x8._\x8p_\x8y
105	_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y_\x8·_\x8g_\x8e_\x8n_\x8e_\x8r_\x8a_\x8t_\x8e_\x8d_\x8·_\x8b_\x8y_\x8·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x_\x8-_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y	105	_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y_\x8·_\x8g_\x8e_\x8n_\x8e_\x8r_\x8a_\x8t_\x8e_\x8d_\x8·_\x8b_\x8y_\x8·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x_\x8-_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y
106	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s·_\x8N_\x8e_\x8x_\x8t	106	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s·_\x8N_\x8e_\x8x_\x8t
107	===============================================================================	107	===============================================================================
108	©·Copyright·2010-2024,·The·igraph·development·team.	108	©·Copyright·2010-2024,·The·igraph·development·team.
109	Built·with·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x·using·a·_\x8t_\x8h_\x8e_\x8m_\x8e·provided·by·_\x8R_\x8e_\x8a_\x8d_\x8·_\x8t_\x8h_\x8e_\x8·_\x8D_\x8o_\x8c_\x8s.	109	Built·with·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x·using·a·_\x8t_\x8h_\x8e_\x8m_\x8e·provided·by·_\x8R_\x8e_\x8a_\x8d_\x8·_\x8t_\x8h_\x8e_\x8·_\x8D_\x8o_\x8c_\x8s.


Offset 167, 15 lines modified		Offset 167, 15 lines modified
167	import·igraph·and·then·call·<code·class="docutils·literal·notranslate"><span·class="pre">ig.config.load("./path/to/config/file")</span></code></p>	167	import·igraph·and·then·call·<code·class="docutils·literal·notranslate"><span·class="pre">ig.config.load("./path/to/config/file")</span></code></p>
168	</div>	168	</div>
169	<div·class="admonition·note">	169	<div·class="admonition·note">
170	<p·class="admonition-title">Note</p>	170	<p·class="admonition-title">Note</p>
171	<p>To·use·a·consistent·style·between·individual·plots·(e.g.·vertex·sizes,	171	<p>To·use·a·consistent·style·between·individual·plots·(e.g.·vertex·sizes,
172	colors,·layout·etc.)·check·out·<a·class="reference·internal"·href="visual_style.html#tutorials-visual-style"><span·class="std·std-ref">Visual·styling</span></a>.</p>	172	colors,·layout·etc.)·check·out·<a·class="reference·internal"·href="visual_style.html#tutorials-visual-style"><span·class="std·std-ref">Visual·styling</span></a>.</p>
173	</div>	173	</div>
174	<p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(0·minutes·6.~~392~~·seconds)</p>	174	<p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(0·minutes·6.728·seconds)</p>
175	<div·class="sphx-glr-footer·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-tutorials-configuration-py">	175	<div·class="sphx-glr-footer·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-tutorials-configuration-py">
176	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">	176	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">
177	<p><a·class="reference·download·internal"·download=""·href="../_downloads/fd14e762ea0b4a045d94e852f04372f3/configuration.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">configuration.ipynb</span></code></a></p>	177	<p><a·class="reference·download·internal"·download=""·href="../_downloads/fd14e762ea0b4a045d94e852f04372f3/configuration.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">configuration.ipynb</span></code></a></p>
178	</div>	178	</div>
179	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">	179	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">
180	<p><a·class="reference·download·internal"·download=""·href="../_downloads/a69ba5812cd93160ab9839c2aeb8b3a5/configuration.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">configuration.py</span></code></a></p>	180	<p><a·class="reference·download·internal"·download=""·href="../_downloads/a69ba5812cd93160ab9839c2aeb8b3a5/configuration.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">configuration.py</span></code></a></p>
181	</div>	181	</div>


Offset 197, 15 lines modified		Offset 197, 15 lines modified
197	····<span·class="n">vertex_color</span><span·class="o">=</span><span·class="s2">"lightblue"</span><span·class="p">,</span>	197	····<span·class="n">vertex_color</span><span·class="o">=</span><span·class="s2">"lightblue"</span><span·class="p">,</span>
198	····<span·class="n">vertex_size</span><span·class="o">=</span><span·class="mi">15</span>	198	····<span·class="n">vertex_size</span><span·class="o">=</span><span·class="mi">15</span>
199	<span·class="p">)</span>	199	<span·class="p">)</span>
200	<span·class="n">axs</span><span·class="p">[</span><span·class="mi">1</span><span·class="p">,</span>·<span·class="mi">0</span><span·class="p">]</span><span·class="o">.</span><span·class="n">set_ylabel</span><span·class="p">(</span><span·class="s1">'N.·edges'</span><span·class="p">)</span>	200	<span·class="n">axs</span><span·class="p">[</span><span·class="mi">1</span><span·class="p">,</span>·<span·class="mi">0</span><span·class="p">]</span><span·class="o">.</span><span·class="n">set_ylabel</span><span·class="p">(</span><span·class="s1">'N.·edges'</span><span·class="p">)</span>
201	<span·class="n">plt</span><span·class="o">.</span><span·class="n">show</span><span·class="p">()</span>	201	<span·class="n">plt</span><span·class="o">.</span><span·class="n">show</span><span·class="p">()</span>
202	</pre></div>	202	</pre></div>
203	</div>	203	</div>
204	<img·src="../_images/sphx_glr_erdos_renyi_001.png"·srcset="../_images/sphx_glr_erdos_renyi_001.png"·alt="erdos·renyi"·class·=·"sphx-glr-single-img"/><p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(0·minutes·4.676·seconds)</p>	204	<img·src="../_images/sphx_glr_erdos_renyi_001.png"·srcset="../_images/sphx_glr_erdos_renyi_001.png"·alt="erdos·renyi"·class·=·"sphx-glr-single-img"/><p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(0·minutes·4.634·seconds)</p>
205	<div·class="sphx-glr-footer·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-tutorials-erdos-renyi-py">	205	<div·class="sphx-glr-footer·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-tutorials-erdos-renyi-py">
206	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">	206	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">
207	<p><a·class="reference·download·internal"·download=""·href="../_downloads/25d5caa797264a1f03d19440ae76dc03/erdos_renyi.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">erdos_renyi.ipynb</span></code></a></p>	207	<p><a·class="reference·download·internal"·download=""·href="../_downloads/25d5caa797264a1f03d19440ae76dc03/erdos_renyi.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">erdos_renyi.ipynb</span></code></a></p>
208	</div>	208	</div>
209	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">	209	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">
210	<p><a·class="reference·download·internal"·download=""·href="../_downloads/b438976968d9cea7b775361a0531520c/erdos_renyi.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">erdos_renyi.py</span></code></a></p>	210	<p><a·class="reference·download·internal"·download=""·href="../_downloads/b438976968d9cea7b775361a0531520c/erdos_renyi.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">erdos_renyi.py</span></code></a></p>
211	</div>	211	</div>


Offset 189, 15 lines modified		Offset 189, 15 lines modified
189	····<span·class="o">**</span><a·href="file:///usr/share/doc/python3-doc/html/library/stdtypes.html#dict"·title="builtins.dict"·class="sphx-glr-backref-module-builtins·sphx-glr-backref-type-py-class·sphx-glr-backref-instance"><span·class="n">visual_style</span></a><span·class="p">,</span>	189	····<span·class="o">**</span><a·href="file:///usr/share/doc/python3-doc/html/library/stdtypes.html#dict"·title="builtins.dict"·class="sphx-glr-backref-module-builtins·sphx-glr-backref-type-py-class·sphx-glr-backref-instance"><span·class="n">visual_style</span></a><span·class="p">,</span>
190	<span·class="p">)</span>	190	<span·class="p">)</span>
191	<span·class="n">fig</span><span·class="o">.</span><span·class="n">text</span><span·class="p">(</span><span·class="mf">0.38</span><span·class="p">,</span>·<span·class="mf">0.5</span><span·class="p">,</span>·<span·class="s1">'$</span><span·class="se">\\</span><span·class="s1">simeq$'</span>·<span·class="k">if</span>·<span·class="n">g1</span><span·class="o">.</span><span·class="n">isomorphic</span><span·class="p">(</span><span·class="n">g2</span><span·class="p">)</span>·<span·class="k">else</span>·<span·class="s1">'$</span><span·class="se">\\</span><span·class="s1">neq$'</span><span·class="p">,</span>·<span·class="n">fontsize</span><span·class="o">=</span><span·class="mi">15</span><span·class="p">,</span>·<span·class="n">ha</span><span·class="o">=</span><span·class="s1">'center'</span><span·class="p">,</span>·<span·class="n">va</span><span·class="o">=</span><span·class="s1">'center'</span><span·class="p">)</span>	191	<span·class="n">fig</span><span·class="o">.</span><span·class="n">text</span><span·class="p">(</span><span·class="mf">0.38</span><span·class="p">,</span>·<span·class="mf">0.5</span><span·class="p">,</span>·<span·class="s1">'$</span><span·class="se">\\</span><span·class="s1">simeq$'</span>·<span·class="k">if</span>·<span·class="n">g1</span><span·class="o">.</span><span·class="n">isomorphic</span><span·class="p">(</span><span·class="n">g2</span><span·class="p">)</span>·<span·class="k">else</span>·<span·class="s1">'$</span><span·class="se">\\</span><span·class="s1">neq$'</span><span·class="p">,</span>·<span·class="n">fontsize</span><span·class="o">=</span><span·class="mi">15</span><span·class="p">,</span>·<span·class="n">ha</span><span·class="o">=</span><span·class="s1">'center'</span><span·class="p">,</span>·<span·class="n">va</span><span·class="o">=</span><span·class="s1">'center'</span><span·class="p">)</span>
192	<span·class="n">fig</span><span·class="o">.</span><span·class="n">text</span><span·class="p">(</span><span·class="mf">0.65</span><span·class="p">,</span>·<span·class="mf">0.5</span><span·class="p">,</span>·<span·class="s1">'$</span><span·class="se">\\</span><span·class="s1">simeq$'</span>·<span·class="k">if</span>·<span·class="n">g2</span><span·class="o">.</span><span·class="n">isomorphic</span><span·class="p">(</span><span·class="n">g3</span><span·class="p">)</span>·<span·class="k">else</span>·<span·class="s1">'$</span><span·class="se">\\</span><span·class="s1">neq$'</span><span·class="p">,</span>·<span·class="n">fontsize</span><span·class="o">=</span><span·class="mi">15</span><span·class="p">,</span>·<span·class="n">ha</span><span·class="o">=</span><span·class="s1">'center'</span><span·class="p">,</span>·<span·class="n">va</span><span·class="o">=</span><span·class="s1">'center'</span><span·class="p">)</span>	192	<span·class="n">fig</span><span·class="o">.</span><span·class="n">text</span><span·class="p">(</span><span·class="mf">0.65</span><span·class="p">,</span>·<span·class="mf">0.5</span><span·class="p">,</span>·<span·class="s1">'$</span><span·class="se">\\</span><span·class="s1">simeq$'</span>·<span·class="k">if</span>·<span·class="n">g2</span><span·class="o">.</span><span·class="n">isomorphic</span><span·class="p">(</span><span·class="n">g3</span><span·class="p">)</span>·<span·class="k">else</span>·<span·class="s1">'$</span><span·class="se">\\</span><span·class="s1">neq$'</span><span·class="p">,</span>·<span·class="n">fontsize</span><span·class="o">=</span><span·class="mi">15</span><span·class="p">,</span>·<span·class="n">ha</span><span·class="o">=</span><span·class="s1">'center'</span><span·class="p">,</span>·<span·class="n">va</span><span·class="o">=</span><span·class="s1">'center'</span><span·class="p">)</span>
193	<span·class="n">plt</span><span·class="o">.</span><span·class="n">show</span><span·class="p">()</span>	193	<span·class="n">plt</span><span·class="o">.</span><span·class="n">show</span><span·class="p">()</span>
194	</pre></div>	194	</pre></div>
195	</div>	195	</div>
196	<img·src="../_images/sphx_glr_isomorphism_001.png"·srcset="../_images/sphx_glr_isomorphism_001.png"·alt="isomorphism"·class·=·"sphx-glr-single-img"/><p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(0·minutes·1.366·seconds)</p>	196	<img·src="../_images/sphx_glr_isomorphism_001.png"·srcset="../_images/sphx_glr_isomorphism_001.png"·alt="isomorphism"·class·=·"sphx-glr-single-img"/><p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(0·minutes·1.364·seconds)</p>
197	<div·class="sphx-glr-footer·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-tutorials-isomorphism-py">	197	<div·class="sphx-glr-footer·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-tutorials-isomorphism-py">
198	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">	198	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">
199	<p><a·class="reference·download·internal"·download=""·href="../_downloads/27a7c4b3d11014ddb5b8b2a44e30e734/isomorphism.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">isomorphism.ipynb</span></code></a></p>	199	<p><a·class="reference·download·internal"·download=""·href="../_downloads/27a7c4b3d11014ddb5b8b2a44e30e734/isomorphism.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">isomorphism.ipynb</span></code></a></p>
200	</div>	200	</div>
201	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">	201	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">
202	<p><a·class="reference·download·internal"·download=""·href="../_downloads/75f065515779d42d798e6f42e458354a/isomorphism.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">isomorphism.py</span></code></a></p>	202	<p><a·class="reference·download·internal"·download=""·href="../_downloads/75f065515779d42d798e6f42e458354a/isomorphism.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">isomorphism.py</span></code></a></p>
203	</div>	203	</div>


Offset 103, 15 lines modified		Offset 103, 15 lines modified
103	)	103	)
104	fig.text(0.38,·0.5,·'$\\simeq$'·if·g1.isomorphic(g2)·else·'$\\neq$',	104	fig.text(0.38,·0.5,·'$\\simeq$'·if·g1.isomorphic(g2)·else·'$\\neq$',
105	fontsize=15,·ha='center',·va='center')	105	fontsize=15,·ha='center',·va='center')
106	fig.text(0.65,·0.5,·'$\\simeq$'·if·g2.isomorphic(g3)·else·'$\\neq$',	106	fig.text(0.65,·0.5,·'$\\simeq$'·if·g2.isomorphic(g3)·else·'$\\neq$',
107	fontsize=15,·ha='center',·va='center')	107	fontsize=15,·ha='center',·va='center')
108	plt.show()	108	plt.show()
109	[isomorphism]	109	[isomorphism]
110	T\x8To\x8ot\x8ta\x8al\x8l·r\x8ru\x8un\x8nn\x8ni\x8in\x8ng\x8g·t\x8ti\x8im\x8me\x8e·o\x8of\x8f·t\x8th\x8he\x8e·s\x8sc\x8cr\x8ri\x8ip\x8pt\x8t:\x8:·(0·minutes·1.366·seconds)	110	T\x8To\x8ot\x8ta\x8al\x8l·r\x8ru\x8un\x8nn\x8ni\x8in\x8ng\x8g·t\x8ti\x8im\x8me\x8e·o\x8of\x8f·t\x8th\x8he\x8e·s\x8sc\x8cr\x8ri\x8ip\x8pt\x8t:\x8:·(0·minutes·1.364·seconds)
111	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8J_\x8u_\x8p_\x8y_\x8t_\x8e_\x8r_\x8·_\x8n_\x8o_\x8t_\x8e_\x8b_\x8o_\x8o_\x8k_\x8:_\x8·_\x8i_\x8s_\x8o_\x8m_\x8o_\x8r_\x8p_\x8h_\x8i_\x8s_\x8m_\x8._\x8i_\x8p_\x8y_\x8n_\x8b	111	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8J_\x8u_\x8p_\x8y_\x8t_\x8e_\x8r_\x8·_\x8n_\x8o_\x8t_\x8e_\x8b_\x8o_\x8o_\x8k_\x8:_\x8·_\x8i_\x8s_\x8o_\x8m_\x8o_\x8r_\x8p_\x8h_\x8i_\x8s_\x8m_\x8._\x8i_\x8p_\x8y_\x8n_\x8b
112	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8P_\x8y_\x8t_\x8h_\x8o_\x8n_\x8·_\x8s_\x8o_\x8u_\x8r_\x8c_\x8e_\x8·_\x8c_\x8o_\x8d_\x8e_\x8:_\x8·_\x8i_\x8s_\x8o_\x8m_\x8o_\x8r_\x8p_\x8h_\x8i_\x8s_\x8m_\x8._\x8p_\x8y	112	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8P_\x8y_\x8t_\x8h_\x8o_\x8n_\x8·_\x8s_\x8o_\x8u_\x8r_\x8c_\x8e_\x8·_\x8c_\x8o_\x8d_\x8e_\x8:_\x8·_\x8i_\x8s_\x8o_\x8m_\x8o_\x8r_\x8p_\x8h_\x8i_\x8s_\x8m_\x8._\x8p_\x8y
113	_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y_\x8·_\x8g_\x8e_\x8n_\x8e_\x8r_\x8a_\x8t_\x8e_\x8d_\x8·_\x8b_\x8y_\x8·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x_\x8-_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y	113	_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y_\x8·_\x8g_\x8e_\x8n_\x8e_\x8r_\x8a_\x8t_\x8e_\x8d_\x8·_\x8b_\x8y_\x8·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x_\x8-_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y
114	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s·_\x8N_\x8e_\x8x_\x8t	114	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s·_\x8N_\x8e_\x8x_\x8t
115	===============================================================================	115	===============================================================================
116	©·Copyright·2010-2024,·The·igraph·development·team.	116	©·Copyright·2010-2024,·The·igraph·development·team.
117	Built·with·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x·using·a·_\x8t_\x8h_\x8e_\x8m_\x8e·provided·by·_\x8R_\x8e_\x8a_\x8d_\x8·_\x8t_\x8h_\x8e_\x8·_\x8D_\x8o_\x8c_\x8s.	117	Built·with·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x·using·a·_\x8t_\x8h_\x8e_\x8m_\x8e·provided·by·_\x8R_\x8e_\x8a_\x8d_\x8·_\x8t_\x8h_\x8e_\x8·_\x8D_\x8o_\x8c_\x8s.


Offset 157, 15 lines modified		Offset 157, 15 lines modified
157	····<span·class="n">layout</span><span·class="o">=</span><span·class="s2">"circle"</span><span·class="p">,</span>	157	····<span·class="n">layout</span><span·class="o">=</span><span·class="s2">"circle"</span><span·class="p">,</span>
158	····<span·class="n">vertex_label</span><span·class="o">=</span><span·class="nb">range</span><span·class="p">(</span><span·class="n">g</span><span·class="o">.</span><span·class="n">vcount</span><span·class="p">()),</span>	158	····<span·class="n">vertex_label</span><span·class="o">=</span><span·class="nb">range</span><span·class="p">(</span><span·class="n">g</span><span·class="o">.</span><span·class="n">vcount</span><span·class="p">()),</span>
159	····<span·class="n">vertex_color</span><span·class="o">=</span><span·class="s2">"lightblue"</span>	159	····<span·class="n">vertex_color</span><span·class="o">=</span><span·class="s2">"lightblue"</span>
160	<span·class="p">)</span>	160	<span·class="p">)</span>
161	<span·class="n">plt</span><span·class="o">.</span><span·class="n">show</span><span·class="p">()</span>	161	<span·class="n">plt</span><span·class="o">.</span><span·class="n">show</span><span·class="p">()</span>
162	</pre></div>	162	</pre></div>
163	</div>	163	</div>
164	<img·src="../_images/sphx_glr_maxflow_001.png"·srcset="../_images/sphx_glr_maxflow_001.png"·alt="maxflow"·class·=·"sphx-glr-single-img"/><p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(0·minutes·0.496·seconds)</p>	164	<img·src="../_images/sphx_glr_maxflow_001.png"·srcset="../_images/sphx_glr_maxflow_001.png"·alt="maxflow"·class·=·"sphx-glr-single-img"/><p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(0·minutes·0.495·seconds)</p>
165	<div·class="sphx-glr-footer·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-tutorials-maxflow-py">	165	<div·class="sphx-glr-footer·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-tutorials-maxflow-py">
166	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">	166	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">
167	<p><a·class="reference·download·internal"·download=""·href="../_downloads/ec967e96145be835811b34f369ceb4c2/maxflow.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">maxflow.ipynb</span></code></a></p>	167	<p><a·class="reference·download·internal"·download=""·href="../_downloads/ec967e96145be835811b34f369ceb4c2/maxflow.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">maxflow.ipynb</span></code></a></p>
168	</div>	168	</div>
169	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">	169	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">
170	<p><a·class="reference·download·internal"·download=""·href="../_downloads/fb1ace091b479d9370bc8348d34bb5e6/maxflow.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">maxflow.py</span></code></a></p>	170	<p><a·class="reference·download·internal"·download=""·href="../_downloads/fb1ace091b479d9370bc8348d34bb5e6/maxflow.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">maxflow.py</span></code></a></p>
171	</div>	171	</div>


Offset 72, 15 lines modified		Offset 72, 15 lines modified
72	····target=ax,	72	····target=ax,
73	····layout="circle",	73	····layout="circle",
74	····vertex_label=range(g.vcount()),	74	····vertex_label=range(g.vcount()),
75	····vertex_color="lightblue"	75	····vertex_color="lightblue"
76	)	76	)
77	plt.show()	77	plt.show()
78	[maxflow]	78	[maxflow]
79	T\x8To\x8ot\x8ta\x8al\x8l·r\x8ru\x8un\x8nn\x8ni\x8in\x8ng\x8g·t\x8ti\x8im\x8me\x8e·o\x8of\x8f·t\x8th\x8he\x8e·s\x8sc\x8cr\x8ri\x8ip\x8pt\x8t:\x8:·(0·minutes·0.496·seconds)	79	T\x8To\x8ot\x8ta\x8al\x8l·r\x8ru\x8un\x8nn\x8ni\x8in\x8ng\x8g·t\x8ti\x8im\x8me\x8e·o\x8of\x8f·t\x8th\x8he\x8e·s\x8sc\x8cr\x8ri\x8ip\x8pt\x8t:\x8:·(0·minutes·0.495·seconds)
80	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8J_\x8u_\x8p_\x8y_\x8t_\x8e_\x8r_\x8·_\x8n_\x8o_\x8t_\x8e_\x8b_\x8o_\x8o_\x8k_\x8:_\x8·_\x8m_\x8a_\x8x_\x8f_\x8l_\x8o_\x8w_\x8._\x8i_\x8p_\x8y_\x8n_\x8b	80	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8J_\x8u_\x8p_\x8y_\x8t_\x8e_\x8r_\x8·_\x8n_\x8o_\x8t_\x8e_\x8b_\x8o_\x8o_\x8k_\x8:_\x8·_\x8m_\x8a_\x8x_\x8f_\x8l_\x8o_\x8w_\x8._\x8i_\x8p_\x8y_\x8n_\x8b
81	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8P_\x8y_\x8t_\x8h_\x8o_\x8n_\x8·_\x8s_\x8o_\x8u_\x8r_\x8c_\x8e_\x8·_\x8c_\x8o_\x8d_\x8e_\x8:_\x8·_\x8m_\x8a_\x8x_\x8f_\x8l_\x8o_\x8w_\x8._\x8p_\x8y	81	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8P_\x8y_\x8t_\x8h_\x8o_\x8n_\x8·_\x8s_\x8o_\x8u_\x8r_\x8c_\x8e_\x8·_\x8c_\x8o_\x8d_\x8e_\x8:_\x8·_\x8m_\x8a_\x8x_\x8f_\x8l_\x8o_\x8w_\x8._\x8p_\x8y
82	_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y_\x8·_\x8g_\x8e_\x8n_\x8e_\x8r_\x8a_\x8t_\x8e_\x8d_\x8·_\x8b_\x8y_\x8·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x_\x8-_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y	82	_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y_\x8·_\x8g_\x8e_\x8n_\x8e_\x8r_\x8a_\x8t_\x8e_\x8d_\x8·_\x8b_\x8y_\x8·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x_\x8-_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y
83	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s·_\x8N_\x8e_\x8x_\x8t	83	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s·_\x8N_\x8e_\x8x_\x8t
84	===============================================================================	84	===============================================================================
85	©·Copyright·2010-2024,·The·igraph·development·team.	85	©·Copyright·2010-2024,·The·igraph·development·team.
86	Built·with·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x·using·a·_\x8t_\x8h_\x8e_\x8m_\x8e·provided·by·_\x8R_\x8e_\x8a_\x8d_\x8·_\x8t_\x8h_\x8e_\x8·_\x8D_\x8o_\x8c_\x8s.	86	Built·with·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x·using·a·_\x8t_\x8h_\x8e_\x8m_\x8e·provided·by·_\x8R_\x8e_\x8a_\x8d_\x8·_\x8t_\x8h_\x8e_\x8·_\x8D_\x8o_\x8c_\x8s.


Offset 164, 15 lines modified		Offset 164, 15 lines modified
164	····<span·class="n">edge_width</span><span·class="o">=</span><span·class="n">g</span><span·class="o">.</span><span·class="n">es</span><span·class="p">[</span><span·class="s2">"width"</span><span·class="p">],</span>	164	····<span·class="n">edge_width</span><span·class="o">=</span><span·class="n">g</span><span·class="o">.</span><span·class="n">es</span><span·class="p">[</span><span·class="s2">"width"</span><span·class="p">],</span>
165	····<span·class="n">edge_label</span><span·class="o">=</span><span·class="n">g</span><span·class="o">.</span><span·class="n">es</span><span·class="p">[</span><span·class="s2">"weight"</span><span·class="p">],</span>	165	····<span·class="n">edge_label</span><span·class="o">=</span><span·class="n">g</span><span·class="o">.</span><span·class="n">es</span><span·class="p">[</span><span·class="s2">"weight"</span><span·class="p">],</span>
166	····<span·class="n">edge_background</span><span·class="o">=</span><span·class="s2">"white"</span><span·class="p">,</span>	166	····<span·class="n">edge_background</span><span·class="o">=</span><span·class="s2">"white"</span><span·class="p">,</span>
167	<span·class="p">)</span>	167	<span·class="p">)</span>
168	<span·class="n">plt</span><span·class="o">.</span><span·class="n">show</span><span·class="p">()</span>	168	<span·class="n">plt</span><span·class="o">.</span><span·class="n">show</span><span·class="p">()</span>
169	</pre></div>	169	</pre></div>
170	</div>	170	</div>
171	<img·src="../_images/sphx_glr_minimum_spanning_trees_001.png"·srcset="../_images/sphx_glr_minimum_spanning_trees_001.png"·alt="minimum·spanning·trees"·class·=·"sphx-glr-single-img"/><p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(0·minutes·1.836·seconds)</p>	171	<img·src="../_images/sphx_glr_minimum_spanning_trees_001.png"·srcset="../_images/sphx_glr_minimum_spanning_trees_001.png"·alt="minimum·spanning·trees"·class·=·"sphx-glr-single-img"/><p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(0·minutes·1.839·seconds)</p>
172	<div·class="sphx-glr-footer·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-tutorials-minimum-spanning-trees-py">	172	<div·class="sphx-glr-footer·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-tutorials-minimum-spanning-trees-py">
173	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">	173	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">
174	<p><a·class="reference·download·internal"·download=""·href="../_downloads/d8d9437e575458785bbd8b9f92ad90ed/minimum_spanning_trees.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">minimum_spanning_trees.ipynb</span></code></a></p>	174	<p><a·class="reference·download·internal"·download=""·href="../_downloads/d8d9437e575458785bbd8b9f92ad90ed/minimum_spanning_trees.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">minimum_spanning_trees.ipynb</span></code></a></p>
175	</div>	175	</div>
176	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">	176	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">
177	<p><a·class="reference·download·internal"·download=""·href="../_downloads/20634a79e0149b921e8021ba1a9bf22c/minimum_spanning_trees.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">minimum_spanning_trees.py</span></code></a></p>	177	<p><a·class="reference·download·internal"·download=""·href="../_downloads/20634a79e0149b921e8021ba1a9bf22c/minimum_spanning_trees.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">minimum_spanning_trees.py</span></code></a></p>
178	</div>	178	</div>


Offset 213, 15 lines modified		Offset 213, 15 lines modified
213	····<span·class="n">vertex_color</span><span·class="o">=</span><span·class="s2">"lightblue"</span><span·class="p">,</span>	213	····<span·class="n">vertex_color</span><span·class="o">=</span><span·class="s2">"lightblue"</span><span·class="p">,</span>
214	····<a·href="file:///usr/share/doc/python3-doc/html/library/stdtypes.html#list"·title="builtins.list"·class="sphx-glr-backref-module-builtins·sphx-glr-backref-type-py-class·sphx-glr-backref-instance"><span·class="n">vertex_size</span></a><span·class="o">=</span><a·href="file:///usr/share/doc/python3-doc/html/library/stdtypes.html#list"·title="builtins.list"·class="sphx-glr-backref-module-builtins·sphx-glr-backref-type-py-class·sphx-glr-backref-instance"><span·class="n">vertex_size</span></a><span·class="p">,</span>	214	····<a·href="file:///usr/share/doc/python3-doc/html/library/stdtypes.html#list"·title="builtins.list"·class="sphx-glr-backref-module-builtins·sphx-glr-backref-type-py-class·sphx-glr-backref-instance"><span·class="n">vertex_size</span></a><span·class="o">=</span><a·href="file:///usr/share/doc/python3-doc/html/library/stdtypes.html#list"·title="builtins.list"·class="sphx-glr-backref-module-builtins·sphx-glr-backref-type-py-class·sphx-glr-backref-instance"><span·class="n">vertex_size</span></a><span·class="p">,</span>
215	····<span·class="n">edge_width</span><span·class="o">=</span><span·class="n">g</span><span·class="o">.</span><span·class="n">es</span><span·class="p">[</span><span·class="s2">"weight"</span><span·class="p">],</span>	215	····<span·class="n">edge_width</span><span·class="o">=</span><span·class="n">g</span><span·class="o">.</span><span·class="n">es</span><span·class="p">[</span><span·class="s2">"weight"</span><span·class="p">],</span>
216	<span·class="p">)</span>	216	<span·class="p">)</span>
217	<span·class="n">plt</span><span·class="o">.</span><span·class="n">show</span><span·class="p">()</span>	217	<span·class="n">plt</span><span·class="o">.</span><span·class="n">show</span><span·class="p">()</span>
218	</pre></div>	218	</pre></div>
219	</div>	219	</div>
220	<img·src="../_images/sphx_glr_online_user_actions_002.png"·srcset="../_images/sphx_glr_online_user_actions_002.png"·alt="online·user·actions"·class·=·"sphx-glr-single-img"/><p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(0·minutes·1.~~859~~·seconds)</p>	220	<img·src="../_images/sphx_glr_online_user_actions_002.png"·srcset="../_images/sphx_glr_online_user_actions_002.png"·alt="online·user·actions"·class·=·"sphx-glr-single-img"/><p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(0·minutes·2.007·seconds)</p>
221	<div·class="sphx-glr-footer·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-tutorials-online-user-actions-py">	221	<div·class="sphx-glr-footer·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-tutorials-online-user-actions-py">
222	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">	222	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">
223	<p><a·class="reference·download·internal"·download=""·href="../_downloads/937b9a86f4f37eae9f32f34396051b1f/online_user_actions.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">online_user_actions.ipynb</span></code></a></p>	223	<p><a·class="reference·download·internal"·download=""·href="../_downloads/937b9a86f4f37eae9f32f34396051b1f/online_user_actions.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">online_user_actions.ipynb</span></code></a></p>
224	</div>	224	</div>
225	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">	225	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">
226	<p><a·class="reference·download·internal"·download=""·href="../_downloads/d26d373ee3cda71ff9571e6ac3291311/online_user_actions.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">online_user_actions.py</span></code></a></p>	226	<p><a·class="reference·download·internal"·download=""·href="../_downloads/d26d373ee3cda71ff9571e6ac3291311/online_user_actions.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">online_user_actions.py</span></code></a></p>
227	</div>	227	</div>


Offset 124, 15 lines modified		Offset 124, 15 lines modified
124	····vertex_label=g.vs['name'],	124	····vertex_label=g.vs['name'],
125	····vertex_color="lightblue",	125	····vertex_color="lightblue",
126	····_\x8v_\x8e_\x8r_\x8t_\x8e_\x8x_\x8__\x8s_\x8i_\x8z_\x8e=_\x8v_\x8e_\x8r_\x8t_\x8e_\x8x_\x8__\x8s_\x8i_\x8z_\x8e,	126	····_\x8v_\x8e_\x8r_\x8t_\x8e_\x8x_\x8__\x8s_\x8i_\x8z_\x8e=_\x8v_\x8e_\x8r_\x8t_\x8e_\x8x_\x8__\x8s_\x8i_\x8z_\x8e,
127	····edge_width=g.es["weight"],	127	····edge_width=g.es["weight"],
128	)	128	)
129	plt.show()	129	plt.show()
130	[online·user·actions]	130	[online·user·actions]
131	T\x8To\x8ot\x8ta\x8al\x8l·r\x8ru\x8un\x8nn\x8ni\x8in\x8ng\x8g·t\x8ti\x8im\x8me\x8e·o\x8of\x8f·t\x8th\x8he\x8e·s\x8sc\x8cr\x8ri\x8ip\x8pt\x8t:\x8:·(0·minutes·1.~~859~~·seconds)	131	T\x8To\x8ot\x8ta\x8al\x8l·r\x8ru\x8un\x8nn\x8ni\x8in\x8ng\x8g·t\x8ti\x8im\x8me\x8e·o\x8of\x8f·t\x8th\x8he\x8e·s\x8sc\x8cr\x8ri\x8ip\x8pt\x8t:\x8:·(0·minutes·2.007·seconds)
132	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8J_\x8u_\x8p_\x8y_\x8t_\x8e_\x8r_\x8·_\x8n_\x8o_\x8t_\x8e_\x8b_\x8o_\x8o_\x8k_\x8:_\x8·_\x8o_\x8n_\x8l_\x8i_\x8n_\x8e_\x8__\x8u_\x8s_\x8e_\x8r_\x8__\x8a_\x8c_\x8t_\x8i_\x8o_\x8n_\x8s_\x8._\x8i_\x8p_\x8y_\x8n_\x8b	132	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8J_\x8u_\x8p_\x8y_\x8t_\x8e_\x8r_\x8·_\x8n_\x8o_\x8t_\x8e_\x8b_\x8o_\x8o_\x8k_\x8:_\x8·_\x8o_\x8n_\x8l_\x8i_\x8n_\x8e_\x8__\x8u_\x8s_\x8e_\x8r_\x8__\x8a_\x8c_\x8t_\x8i_\x8o_\x8n_\x8s_\x8._\x8i_\x8p_\x8y_\x8n_\x8b
133	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8P_\x8y_\x8t_\x8h_\x8o_\x8n_\x8·_\x8s_\x8o_\x8u_\x8r_\x8c_\x8e_\x8·_\x8c_\x8o_\x8d_\x8e_\x8:_\x8·_\x8o_\x8n_\x8l_\x8i_\x8n_\x8e_\x8__\x8u_\x8s_\x8e_\x8r_\x8__\x8a_\x8c_\x8t_\x8i_\x8o_\x8n_\x8s_\x8._\x8p_\x8y	133	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8P_\x8y_\x8t_\x8h_\x8o_\x8n_\x8·_\x8s_\x8o_\x8u_\x8r_\x8c_\x8e_\x8·_\x8c_\x8o_\x8d_\x8e_\x8:_\x8·_\x8o_\x8n_\x8l_\x8i_\x8n_\x8e_\x8__\x8u_\x8s_\x8e_\x8r_\x8__\x8a_\x8c_\x8t_\x8i_\x8o_\x8n_\x8s_\x8._\x8p_\x8y
134	_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y_\x8·_\x8g_\x8e_\x8n_\x8e_\x8r_\x8a_\x8t_\x8e_\x8d_\x8·_\x8b_\x8y_\x8·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x_\x8-_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y	134	_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y_\x8·_\x8g_\x8e_\x8n_\x8e_\x8r_\x8a_\x8t_\x8e_\x8d_\x8·_\x8b_\x8y_\x8·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x_\x8-_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y
135	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s·_\x8N_\x8e_\x8x_\x8t	135	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s·_\x8N_\x8e_\x8x_\x8t
136	===============================================================================	136	===============================================================================
137	©·Copyright·2010-2024,·The·igraph·development·team.	137	©·Copyright·2010-2024,·The·igraph·development·team.
138	Built·with·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x·using·a·_\x8t_\x8h_\x8e_\x8m_\x8e·provided·by·_\x8R_\x8e_\x8a_\x8d_\x8·_\x8t_\x8h_\x8e_\x8·_\x8D_\x8o_\x8c_\x8s.	138	Built·with·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x·using·a·_\x8t_\x8h_\x8e_\x8m_\x8e·provided·by·_\x8R_\x8e_\x8a_\x8d_\x8·_\x8t_\x8h_\x8e_\x8·_\x8D_\x8o_\x8c_\x8s.


Offset 102, 15 lines modified		Offset 102, 15 lines modified
102	fig.savefig('social_network.png')	102	fig.savefig('social_network.png')
103	fig.savefig('social_network.jpg')	103	fig.savefig('social_network.jpg')
104	fig.savefig('social_network.pdf')	104	fig.savefig('social_network.pdf')

105	#·Export·and·import·a·graph·as·a·GML·file.	105	#·Export·and·import·a·graph·as·a·GML·file.
106	g.save("social_network.gml")	106	g.save("social_network.gml")
107	g·=·ig.load("social_network.gml")	107	g·=·ig.load("social_network.gml")
108	T\x8To\x8ot\x8ta\x8al\x8l·r\x8ru\x8un\x8nn\x8ni\x8in\x8ng\x8g·t\x8ti\x8im\x8me\x8e·o\x8of\x8f·t\x8th\x8he\x8e·s\x8sc\x8cr\x8ri\x8ip\x8pt\x8t:\x8:·(0·minutes·0.910·seconds)	108	T\x8To\x8ot\x8ta\x8al\x8l·r\x8ru\x8un\x8nn\x8ni\x8in\x8ng\x8g·t\x8ti\x8im\x8me\x8e·o\x8of\x8f·t\x8th\x8he\x8e·s\x8sc\x8cr\x8ri\x8ip\x8pt\x8t:\x8:·(0·minutes·1.119·seconds)
109	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8J_\x8u_\x8p_\x8y_\x8t_\x8e_\x8r_\x8·_\x8n_\x8o_\x8t_\x8e_\x8b_\x8o_\x8o_\x8k_\x8:_\x8·_\x8q_\x8u_\x8i_\x8c_\x8k_\x8s_\x8t_\x8a_\x8r_\x8t_\x8._\x8i_\x8p_\x8y_\x8n_\x8b	109	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8J_\x8u_\x8p_\x8y_\x8t_\x8e_\x8r_\x8·_\x8n_\x8o_\x8t_\x8e_\x8b_\x8o_\x8o_\x8k_\x8:_\x8·_\x8q_\x8u_\x8i_\x8c_\x8k_\x8s_\x8t_\x8a_\x8r_\x8t_\x8._\x8i_\x8p_\x8y_\x8n_\x8b
110	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8P_\x8y_\x8t_\x8h_\x8o_\x8n_\x8·_\x8s_\x8o_\x8u_\x8r_\x8c_\x8e_\x8·_\x8c_\x8o_\x8d_\x8e_\x8:_\x8·_\x8q_\x8u_\x8i_\x8c_\x8k_\x8s_\x8t_\x8a_\x8r_\x8t_\x8._\x8p_\x8y	110	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8P_\x8y_\x8t_\x8h_\x8o_\x8n_\x8·_\x8s_\x8o_\x8u_\x8r_\x8c_\x8e_\x8·_\x8c_\x8o_\x8d_\x8e_\x8:_\x8·_\x8q_\x8u_\x8i_\x8c_\x8k_\x8s_\x8t_\x8a_\x8r_\x8t_\x8._\x8p_\x8y
111	_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y_\x8·_\x8g_\x8e_\x8n_\x8e_\x8r_\x8a_\x8t_\x8e_\x8d_\x8·_\x8b_\x8y_\x8·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x_\x8-_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y	111	_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y_\x8·_\x8g_\x8e_\x8n_\x8e_\x8r_\x8a_\x8t_\x8e_\x8d_\x8·_\x8b_\x8y_\x8·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x_\x8-_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y
112	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s·_\x8N_\x8e_\x8x_\x8t	112	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s·_\x8N_\x8e_\x8x_\x8t
113	===============================================================================	113	===============================================================================
114	©·Copyright·2010-2024,·The·igraph·development·team.	114	©·Copyright·2010-2024,·The·igraph·development·team.
115	Built·with·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x·using·a·_\x8t_\x8h_\x8e_\x8m_\x8e·provided·by·_\x8R_\x8e_\x8a_\x8d_\x8·_\x8t_\x8h_\x8e_\x8·_\x8D_\x8o_\x8c_\x8s.	115	Built·with·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x·using·a·_\x8t_\x8h_\x8e_\x8m_\x8e·provided·by·_\x8R_\x8e_\x8a_\x8d_\x8·_\x8t_\x8h_\x8e_\x8·_\x8D_\x8o_\x8c_\x8s.


Offset 108, 15 lines modified		Offset 108, 15 lines modified
108	oOnce·#Loop·oReflect	108	oOnce·#Loop·oReflect
109	Note	109	Note
110	We·use·i\x8ig\x8gr\x8ra\x8ap\x8ph\x8h’s·Graph.subgraph()·(see·_\x8i_\x8g_\x8r_\x8a_\x8p_\x8h_\x8._\x8G_\x8r_\x8a_\x8p_\x8h_\x8B_\x8a_\x8s_\x8e_\x8._\x8i_\x8n_\x8d_\x8u_\x8c_\x8e_\x8d_\x8__\x8s_\x8u_\x8b_\x8g_\x8r_\x8a_\x8p_\x8h_\x8(_\x8))·in	110	We·use·i\x8ig\x8gr\x8ra\x8ap\x8ph\x8h’s·Graph.subgraph()·(see·_\x8i_\x8g_\x8r_\x8a_\x8p_\x8h_\x8._\x8G_\x8r_\x8a_\x8p_\x8h_\x8B_\x8a_\x8s_\x8e_\x8._\x8i_\x8n_\x8d_\x8u_\x8c_\x8e_\x8d_\x8__\x8s_\x8u_\x8b_\x8g_\x8r_\x8a_\x8p_\x8h_\x8(_\x8))·in
111	order·to·obtain·a·section·of·the·ring·graph·at·a·time·for·each·frame.·While	111	order·to·obtain·a·section·of·the·ring·graph·at·a·time·for·each·frame.·While
112	sufficient·for·an·easy·example,·this·approach·is·not·very·efficient.·Thinking	112	sufficient·for·an·easy·example,·this·approach·is·not·very·efficient.·Thinking
113	of·more·efficient·approaches,·e.g.·vertices·with·zero·radius,·is·a·useful	113	of·more·efficient·approaches,·e.g.·vertices·with·zero·radius,·is·a·useful
114	exercise·to·learn·the·combination·of·igraph·and·matplotlib.	114	exercise·to·learn·the·combination·of·igraph·and·matplotlib.
115	T\x8To\x8ot\x8ta\x8al\x8l·r\x8ru\x8un\x8nn\x8ni\x8in\x8ng\x8g·t\x8ti\x8im\x8me\x8e·o\x8of\x8f·t\x8th\x8he\x8e·s\x8sc\x8cr\x8ri\x8ip\x8pt\x8t:\x8:·(0·minutes·10.~~927~~·seconds)	115	T\x8To\x8ot\x8ta\x8al\x8l·r\x8ru\x8un\x8nn\x8ni\x8in\x8ng\x8g·t\x8ti\x8im\x8me\x8e·o\x8of\x8f·t\x8th\x8he\x8e·s\x8sc\x8cr\x8ri\x8ip\x8pt\x8t:\x8:·(0·minutes·11.284·seconds)
116	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8J_\x8u_\x8p_\x8y_\x8t_\x8e_\x8r_\x8·_\x8n_\x8o_\x8t_\x8e_\x8b_\x8o_\x8o_\x8k_\x8:_\x8·_\x8r_\x8i_\x8n_\x8g_\x8__\x8a_\x8n_\x8i_\x8m_\x8a_\x8t_\x8i_\x8o_\x8n_\x8._\x8i_\x8p_\x8y_\x8n_\x8b	116	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8J_\x8u_\x8p_\x8y_\x8t_\x8e_\x8r_\x8·_\x8n_\x8o_\x8t_\x8e_\x8b_\x8o_\x8o_\x8k_\x8:_\x8·_\x8r_\x8i_\x8n_\x8g_\x8__\x8a_\x8n_\x8i_\x8m_\x8a_\x8t_\x8i_\x8o_\x8n_\x8._\x8i_\x8p_\x8y_\x8n_\x8b
117	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8P_\x8y_\x8t_\x8h_\x8o_\x8n_\x8·_\x8s_\x8o_\x8u_\x8r_\x8c_\x8e_\x8·_\x8c_\x8o_\x8d_\x8e_\x8:_\x8·_\x8r_\x8i_\x8n_\x8g_\x8__\x8a_\x8n_\x8i_\x8m_\x8a_\x8t_\x8i_\x8o_\x8n_\x8._\x8p_\x8y	117	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8P_\x8y_\x8t_\x8h_\x8o_\x8n_\x8·_\x8s_\x8o_\x8u_\x8r_\x8c_\x8e_\x8·_\x8c_\x8o_\x8d_\x8e_\x8:_\x8·_\x8r_\x8i_\x8n_\x8g_\x8__\x8a_\x8n_\x8i_\x8m_\x8a_\x8t_\x8i_\x8o_\x8n_\x8._\x8p_\x8y
118	_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y_\x8·_\x8g_\x8e_\x8n_\x8e_\x8r_\x8a_\x8t_\x8e_\x8d_\x8·_\x8b_\x8y_\x8·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x_\x8-_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y	118	_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y_\x8·_\x8g_\x8e_\x8n_\x8e_\x8r_\x8a_\x8t_\x8e_\x8d_\x8·_\x8b_\x8y_\x8·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x_\x8-_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y
119	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s·_\x8N_\x8e_\x8x_\x8t	119	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s·_\x8N_\x8e_\x8x_\x8t
120	===============================================================================	120	===============================================================================
121	©·Copyright·2010-2024,·The·igraph·development·team.	121	©·Copyright·2010-2024,·The·igraph·development·team.
122	Built·with·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x·using·a·_\x8t_\x8h_\x8e_\x8m_\x8e·provided·by·_\x8R_\x8e_\x8a_\x8d_\x8·_\x8t_\x8h_\x8e_\x8·_\x8D_\x8o_\x8c_\x8s.	122	Built·with·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x·using·a·_\x8t_\x8h_\x8e_\x8m_\x8e·provided·by·_\x8R_\x8e_\x8a_\x8d_\x8·_\x8t_\x8h_\x8e_\x8·_\x8D_\x8o_\x8c_\x8s.


Offset 196, 15 lines modified		Offset 196, 15 lines modified
196	····<span·class="n">edge_color</span><span·class="o">=</span><span·class="s1">'#666'</span><span·class="p">,</span>	196	····<span·class="n">edge_color</span><span·class="o">=</span><span·class="s1">'#666'</span><span·class="p">,</span>
197	····<span·class="n">edge_align_label</span><span·class="o">=</span><span·class="kc">True</span><span·class="p">,</span>	197	····<span·class="n">edge_align_label</span><span·class="o">=</span><span·class="kc">True</span><span·class="p">,</span>
198	····<span·class="n">edge_background</span><span·class="o">=</span><span·class="s1">'white'</span>	198	····<span·class="n">edge_background</span><span·class="o">=</span><span·class="s1">'white'</span>
199	<span·class="p">)</span>	199	<span·class="p">)</span>
200	<span·class="n">plt</span><span·class="o">.</span><span·class="n">show</span><span·class="p">()</span>	200	<span·class="n">plt</span><span·class="o">.</span><span·class="n">show</span><span·class="p">()</span>
201	</pre></div>	201	</pre></div>
202	</div>	202	</div>
203	<img·src="../_images/sphx_glr_shortest_path_visualisation_001.png"·srcset="../_images/sphx_glr_shortest_path_visualisation_001.png"·alt="shortest·path·visualisation"·class·=·"sphx-glr-single-img"/><p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(0·minutes·0.531·seconds)</p>	203	<img·src="../_images/sphx_glr_shortest_path_visualisation_001.png"·srcset="../_images/sphx_glr_shortest_path_visualisation_001.png"·alt="shortest·path·visualisation"·class·=·"sphx-glr-single-img"/><p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(0·minutes·0.544·seconds)</p>
204	<div·class="sphx-glr-footer·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-tutorials-shortest-path-visualisation-py">	204	<div·class="sphx-glr-footer·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-tutorials-shortest-path-visualisation-py">
205	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">	205	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">
206	<p><a·class="reference·download·internal"·download=""·href="../_downloads/fc60c4dc9531cdc1484f5e3ce96ab8fc/shortest_path_visualisation.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">shortest_path_visualisation.ipynb</span></code></a></p>	206	<p><a·class="reference·download·internal"·download=""·href="../_downloads/fc60c4dc9531cdc1484f5e3ce96ab8fc/shortest_path_visualisation.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">shortest_path_visualisation.ipynb</span></code></a></p>
207	</div>	207	</div>
208	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">	208	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">
209	<p><a·class="reference·download·internal"·download=""·href="../_downloads/79e1b300289994ce5ae78e692fa16ddb/shortest_path_visualisation.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">shortest_path_visualisation.py</span></code></a></p>	209	<p><a·class="reference·download·internal"·download=""·href="../_downloads/79e1b300289994ce5ae78e692fa16ddb/shortest_path_visualisation.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">shortest_path_visualisation.py</span></code></a></p>
210	</div>	210	</div>


Offset 106, 15 lines modified		Offset 106, 15 lines modified
106	····edge_label=g.es["weight"],	106	····edge_label=g.es["weight"],
107	····edge_color='#666',	107	····edge_color='#666',
108	····edge_align_label=True,	108	····edge_align_label=True,
109	····edge_background='white'	109	····edge_background='white'
110	)	110	)
111	plt.show()	111	plt.show()
112	[shortest·path·visualisation]	112	[shortest·path·visualisation]
113	T\x8To\x8ot\x8ta\x8al\x8l·r\x8ru\x8un\x8nn\x8ni\x8in\x8ng\x8g·t\x8ti\x8im\x8me\x8e·o\x8of\x8f·t\x8th\x8he\x8e·s\x8sc\x8cr\x8ri\x8ip\x8pt\x8t:\x8:·(0·minutes·0.531·seconds)	113	T\x8To\x8ot\x8ta\x8al\x8l·r\x8ru\x8un\x8nn\x8ni\x8in\x8ng\x8g·t\x8ti\x8im\x8me\x8e·o\x8of\x8f·t\x8th\x8he\x8e·s\x8sc\x8cr\x8ri\x8ip\x8pt\x8t:\x8:·(0·minutes·0.544·seconds)
114	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8J_\x8u_\x8p_\x8y_\x8t_\x8e_\x8r_\x8·_\x8n_\x8o_\x8t_\x8e_\x8b_\x8o_\x8o_\x8k_\x8:_\x8·_\x8s_\x8h_\x8o_\x8r_\x8t_\x8e_\x8s_\x8t_\x8__\x8p_\x8a_\x8t_\x8h_\x8__\x8v_\x8i_\x8s_\x8u_\x8a_\x8l_\x8i_\x8s_\x8a_\x8t_\x8i_\x8o_\x8n_\x8._\x8i_\x8p_\x8y_\x8n_\x8b	114	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8J_\x8u_\x8p_\x8y_\x8t_\x8e_\x8r_\x8·_\x8n_\x8o_\x8t_\x8e_\x8b_\x8o_\x8o_\x8k_\x8:_\x8·_\x8s_\x8h_\x8o_\x8r_\x8t_\x8e_\x8s_\x8t_\x8__\x8p_\x8a_\x8t_\x8h_\x8__\x8v_\x8i_\x8s_\x8u_\x8a_\x8l_\x8i_\x8s_\x8a_\x8t_\x8i_\x8o_\x8n_\x8._\x8i_\x8p_\x8y_\x8n_\x8b
115	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8P_\x8y_\x8t_\x8h_\x8o_\x8n_\x8·_\x8s_\x8o_\x8u_\x8r_\x8c_\x8e_\x8·_\x8c_\x8o_\x8d_\x8e_\x8:_\x8·_\x8s_\x8h_\x8o_\x8r_\x8t_\x8e_\x8s_\x8t_\x8__\x8p_\x8a_\x8t_\x8h_\x8__\x8v_\x8i_\x8s_\x8u_\x8a_\x8l_\x8i_\x8s_\x8a_\x8t_\x8i_\x8o_\x8n_\x8._\x8p_\x8y	115	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8P_\x8y_\x8t_\x8h_\x8o_\x8n_\x8·_\x8s_\x8o_\x8u_\x8r_\x8c_\x8e_\x8·_\x8c_\x8o_\x8d_\x8e_\x8:_\x8·_\x8s_\x8h_\x8o_\x8r_\x8t_\x8e_\x8s_\x8t_\x8__\x8p_\x8a_\x8t_\x8h_\x8__\x8v_\x8i_\x8s_\x8u_\x8a_\x8l_\x8i_\x8s_\x8a_\x8t_\x8i_\x8o_\x8n_\x8._\x8p_\x8y
116	_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y_\x8·_\x8g_\x8e_\x8n_\x8e_\x8r_\x8a_\x8t_\x8e_\x8d_\x8·_\x8b_\x8y_\x8·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x_\x8-_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y	116	_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y_\x8·_\x8g_\x8e_\x8n_\x8e_\x8r_\x8a_\x8t_\x8e_\x8d_\x8·_\x8b_\x8y_\x8·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x_\x8-_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y
117	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s·_\x8N_\x8e_\x8x_\x8t	117	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s·_\x8N_\x8e_\x8x_\x8t
118	===============================================================================	118	===============================================================================
119	©·Copyright·2010-2024,·The·igraph·development·team.	119	©·Copyright·2010-2024,·The·igraph·development·team.
120	Built·with·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x·using·a·_\x8t_\x8h_\x8e_\x8m_\x8e·provided·by·_\x8R_\x8e_\x8a_\x8d_\x8·_\x8t_\x8h_\x8e_\x8·_\x8D_\x8o_\x8c_\x8s.	120	Built·with·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x·using·a·_\x8t_\x8h_\x8e_\x8m_\x8e·provided·by·_\x8R_\x8e_\x8a_\x8d_\x8·_\x8t_\x8h_\x8e_\x8·_\x8D_\x8o_\x8c_\x8s.


Offset 65, 15 lines modified		Offset 65, 15 lines modified
65	)	65	)
66	To·simplify·the·graph,·we·must·remember·that·the·function·operates·in·place,	66	To·simplify·the·graph,·we·must·remember·that·the·function·operates·in·place,
67	i.e.·directly·changes·the·graph·that·it·is·run·on.·So·we·need·to·first·make·a	67	i.e.·directly·changes·the·graph·that·it·is·run·on.·So·we·need·to·first·make·a
68	copy·of·our·graph,·and·then·simplify·that·copy·to·keep·the·original·graph	68	copy·of·our·graph,·and·then·simplify·that·copy·to·keep·the·original·graph
69	untouched:	69	untouched:
70	g2·=·g1.copy()	70	g2·=·g1.copy()
71	g2.simplify()	71	g2.simplify()
72	<igraph.Graph·object·at·0xee~~d325~~30>	72	<igraph.Graph·object·at·0xae5a8230>
73	We·can·then·proceed·to·plot·both·graphs·to·see·the·difference.·First,·let’s	73	We·can·then·proceed·to·plot·both·graphs·to·see·the·difference.·First,·let’s
74	choose·a·consistent·visual·style:	74	choose·a·consistent·visual·style:
75	_\x8v_\x8i_\x8s_\x8u_\x8a_\x8l_\x8__\x8s_\x8t_\x8y_\x8l_\x8e·=·{	75	_\x8v_\x8i_\x8s_\x8u_\x8a_\x8l_\x8__\x8s_\x8t_\x8y_\x8l_\x8e·=·{
76	····"vertex_color":·"lightblue",	76	····"vertex_color":·"lightblue",
77	····"vertex_size":·20,	77	····"vertex_size":·20,
78	····"vertex_label":·[0,·1,·2,·3,·4],	78	····"vertex_label":·[0,·1,·2,·3,·4],
79	}	79	}
Offset 99, 15 lines modified		Offset 99, 15 lines modified
99	····(0,·0),·1,·1,·fc='none',·ec='k',·lw=4,·transform=axs[0].transAxes,	99	····(0,·0),·1,·1,·fc='none',·ec='k',·lw=4,·transform=axs[0].transAxes,
100	····))	100	····))
101	axs[1].add_patch(plt.Rectangle(	101	axs[1].add_patch(plt.Rectangle(
102	····(0,·0),·1,·1,·fc='none',·ec='k',·lw=4,·transform=axs[1].transAxes,	102	····(0,·0),·1,·1,·fc='none',·ec='k',·lw=4,·transform=axs[1].transAxes,
103	····))	103	····))
104	plt.show()	104	plt.show()
105	[Multigraph...,·...simplified]	105	[Multigraph...,·...simplified]
106	T\x8To\x8ot\x8ta\x8al\x8l·r\x8ru\x8un\x8nn\x8ni\x8in\x8ng\x8g·t\x8ti\x8im\x8me\x8e·o\x8of\x8f·t\x8th\x8he\x8e·s\x8sc\x8cr\x8ri\x8ip\x8pt\x8t:\x8:·(0·minutes·0.847·seconds)	106	T\x8To\x8ot\x8ta\x8al\x8l·r\x8ru\x8un\x8nn\x8ni\x8in\x8ng\x8g·t\x8ti\x8im\x8me\x8e·o\x8of\x8f·t\x8th\x8he\x8e·s\x8sc\x8cr\x8ri\x8ip\x8pt\x8t:\x8:·(0·minutes·0.836·seconds)
107	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8J_\x8u_\x8p_\x8y_\x8t_\x8e_\x8r_\x8·_\x8n_\x8o_\x8t_\x8e_\x8b_\x8o_\x8o_\x8k_\x8:_\x8·_\x8s_\x8i_\x8m_\x8p_\x8l_\x8i_\x8f_\x8y_\x8._\x8i_\x8p_\x8y_\x8n_\x8b	107	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8J_\x8u_\x8p_\x8y_\x8t_\x8e_\x8r_\x8·_\x8n_\x8o_\x8t_\x8e_\x8b_\x8o_\x8o_\x8k_\x8:_\x8·_\x8s_\x8i_\x8m_\x8p_\x8l_\x8i_\x8f_\x8y_\x8._\x8i_\x8p_\x8y_\x8n_\x8b
108	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8P_\x8y_\x8t_\x8h_\x8o_\x8n_\x8·_\x8s_\x8o_\x8u_\x8r_\x8c_\x8e_\x8·_\x8c_\x8o_\x8d_\x8e_\x8:_\x8·_\x8s_\x8i_\x8m_\x8p_\x8l_\x8i_\x8f_\x8y_\x8._\x8p_\x8y	108	_\x8D_\x8o_\x8w_\x8n_\x8l_\x8o_\x8a_\x8d_\x8·_\x8P_\x8y_\x8t_\x8h_\x8o_\x8n_\x8·_\x8s_\x8o_\x8u_\x8r_\x8c_\x8e_\x8·_\x8c_\x8o_\x8d_\x8e_\x8:_\x8·_\x8s_\x8i_\x8m_\x8p_\x8l_\x8i_\x8f_\x8y_\x8._\x8p_\x8y
109	_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y_\x8·_\x8g_\x8e_\x8n_\x8e_\x8r_\x8a_\x8t_\x8e_\x8d_\x8·_\x8b_\x8y_\x8·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x_\x8-_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y	109	_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y_\x8·_\x8g_\x8e_\x8n_\x8e_\x8r_\x8a_\x8t_\x8e_\x8d_\x8·_\x8b_\x8y_\x8·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x_\x8-_\x8G_\x8a_\x8l_\x8l_\x8e_\x8r_\x8y
110	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s·_\x8N_\x8e_\x8x_\x8t	110	_\x8P_\x8r_\x8e_\x8v_\x8i_\x8o_\x8u_\x8s·_\x8N_\x8e_\x8x_\x8t
111	===============================================================================	111	===============================================================================
112	©·Copyright·2010-2024,·The·igraph·development·team.	112	©·Copyright·2010-2024,·The·igraph·development·team.
113	Built·with·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x·using·a·_\x8t_\x8h_\x8e_\x8m_\x8e·provided·by·_\x8R_\x8e_\x8a_\x8d_\x8·_\x8t_\x8h_\x8e_\x8·_\x8D_\x8o_\x8c_\x8s.	113	Built·with·_\x8S_\x8p_\x8h_\x8i_\x8n_\x8x·using·a·_\x8t_\x8h_\x8e_\x8m_\x8e·provided·by·_\x8R_\x8e_\x8a_\x8d_\x8·_\x8t_\x8h_\x8e_\x8·_\x8D_\x8o_\x8c_\x8s.


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172	</pre></div>	172	</pre></div>
173	</div>	173	</div>
174	<img·src="../_images/sphx_glr_spanning_trees_001.png"·srcset="../_images/sphx_glr_spanning_trees_001.png"·alt="spanning·trees"·class·=·"sphx-glr-single-img"/><div·class="admonition·note">	174	<img·src="../_images/sphx_glr_spanning_trees_001.png"·srcset="../_images/sphx_glr_spanning_trees_001.png"·alt="spanning·trees"·class·=·"sphx-glr-single-img"/><div·class="admonition·note">
175	<p·class="admonition-title">Note</p>	175	<p·class="admonition-title">Note</p>
176	<p>To·invert·the·y·axis·such·that·the·root·of·the·tree·is·on·top·of·the·plot,	176	<p>To·invert·the·y·axis·such·that·the·root·of·the·tree·is·on·top·of·the·plot,
177	you·can·call·<cite>ax.invert_yaxis()</cite>·before·<cite>plt.show()</cite>.</p>	177	you·can·call·<cite>ax.invert_yaxis()</cite>·before·<cite>plt.show()</cite>.</p>
178	</div>	178	</div>
179	<p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(0·minutes·2.353·seconds)</p>	179	<p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(0·minutes·2.360·seconds)</p>
180	<div·class="sphx-glr-footer·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-tutorials-spanning-trees-py">	180	<div·class="sphx-glr-footer·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-tutorials-spanning-trees-py">
181	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">	181	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">
182	<p><a·class="reference·download·internal"·download=""·href="../_downloads/babf92113ce2dc7d0ac7ca835125317e/spanning_trees.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">spanning_trees.ipynb</span></code></a></p>	182	<p><a·class="reference·download·internal"·download=""·href="../_downloads/babf92113ce2dc7d0ac7ca835125317e/spanning_trees.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">spanning_trees.ipynb</span></code></a></p>
183	</div>	183	</div>
184	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">	184	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">
185	<p><a·class="reference·download·internal"·download=""·href="../_downloads/84a135646841d3eb216cb170b4755139/spanning_trees.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">spanning_trees.py</span></code></a></p>	185	<p><a·class="reference·download·internal"·download=""·href="../_downloads/84a135646841d3eb216cb170b4755139/spanning_trees.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">spanning_trees.py</span></code></a></p>
186	</div>	186	</div>


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182	<span·class="n">degree</span>·<span·class="n">of</span>·<span·class="mi">1</span><span·class="p">:</span>·<span·class="mi">1</span>	182	<span·class="n">degree</span>·<span·class="n">of</span>·<span·class="mi">1</span><span·class="p">:</span>·<span·class="mi">1</span>
183	<span·class="n">degree</span>·<span·class="n">of</span>·<span·class="mi">2</span><span·class="p">:</span>·<span·class="mi">1</span>	183	<span·class="n">degree</span>·<span·class="n">of</span>·<span·class="mi">2</span><span·class="p">:</span>·<span·class="mi">1</span>
184	<span·class="n">degree</span>·<span·class="n">of</span>·<span·class="mi">3</span><span·class="p">:</span>·<span·class="mi">2</span>	184	<span·class="n">degree</span>·<span·class="n">of</span>·<span·class="mi">3</span><span·class="p">:</span>·<span·class="mi">2</span>
185	<span·class="n">degree</span>·<span·class="n">of</span>·<span·class="mi">4</span><span·class="p">:</span>·<span·class="mi">1</span>	185	<span·class="n">degree</span>·<span·class="n">of</span>·<span·class="mi">4</span><span·class="p">:</span>·<span·class="mi">1</span>
186	<span·class="n">degree</span>·<span·class="n">of</span>·<span·class="mi">5</span><span·class="p">:</span>·<span·class="mi">2</span>	186	<span·class="n">degree</span>·<span·class="n">of</span>·<span·class="mi">5</span><span·class="p">:</span>·<span·class="mi">2</span>
187	</pre></div>	187	</pre></div>
188	</div>	188	</div>
189	<p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(0·minutes·0.542·seconds)</p>	189	<p·class="sphx-glr-timing"><strong>Total·running·time·of·the·script:</strong>·(0·minutes·0.556·seconds)</p>
190	<div·class="sphx-glr-footer·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-tutorials-topological-sort-py">	190	<div·class="sphx-glr-footer·sphx-glr-footer-example·docutils·container"·id="sphx-glr-download-tutorials-topological-sort-py">
191	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">	191	<div·class="sphx-glr-download·sphx-glr-download-jupyter·docutils·container">
192	<p><a·class="reference·download·internal"·download=""·href="../_downloads/b0d031ac8dedde92ae4e40c8c09bfb2d/topological_sort.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">topological_sort.ipynb</span></code></a></p>	192	<p><a·class="reference·download·internal"·download=""·href="../_downloads/b0d031ac8dedde92ae4e40c8c09bfb2d/topological_sort.ipynb"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Jupyter</span>·<span·class="pre">notebook:</span>·<span·class="pre">topological_sort.ipynb</span></code></a></p>
193	</div>	193	</div>
194	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">	194	<div·class="sphx-glr-download·sphx-glr-download-python·docutils·container">
195	<p><a·class="reference·download·internal"·download=""·href="../_downloads/75a0b33a685d1f3ca81fe08e393cf370/topological_sort.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">topological_sort.py</span></code></a></p>	195	<p><a·class="reference·download·internal"·download=""·href="../_downloads/75a0b33a685d1f3ca81fe08e393cf370/topological_sort.py"><code·class="xref·download·docutils·literal·notranslate"><span·class="pre">Download</span>·<span·class="pre">Python</span>·<span·class="pre">source</span>·<span·class="pre">code:</span>·<span·class="pre">topological_sort.py</span></code></a></p>
196	</div>	196	</div>