diff options
Diffstat (limited to 'docs/source/auto_examples/plot_partial_wass_and_gromov.ipynb')
| -rw-r--r-- | docs/source/auto_examples/plot_partial_wass_and_gromov.ipynb | 6 |
1 files changed, 3 insertions, 3 deletions
diff --git a/docs/source/auto_examples/plot_partial_wass_and_gromov.ipynb b/docs/source/auto_examples/plot_partial_wass_and_gromov.ipynb index 0f69ec1..539d575 100644 --- a/docs/source/auto_examples/plot_partial_wass_and_gromov.ipynb +++ b/docs/source/auto_examples/plot_partial_wass_and_gromov.ipynb @@ -51,7 +51,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Compute partial Wasserstein plans and distance,\nby transporting 50% of the mass\n----------------------------------------------\n\n" + "Compute partial Wasserstein plans and distance\n----------------------------------------------\n\n" ] }, { @@ -87,7 +87,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Compute partial Gromov-Wasserstein plans and distance,\nby transporting 100% and 2/3 of the mass\n-----------------------------------------------------\n\n" + "Compute partial Gromov-Wasserstein plans and distance\n-----------------------------------------------------\n\n" ] }, { @@ -98,7 +98,7 @@ }, "outputs": [], "source": [ - "C1 = sp.spatial.distance.cdist(xs, xs)\nC2 = sp.spatial.distance.cdist(xt, xt)\n\nprint('-----m = 1')\nm = 1\nres0, log0 = ot.partial.partial_gromov_wasserstein(C1, C2, p, q, m=m,\n log=True)\nres, log = ot.partial.entropic_partial_gromov_wasserstein(C1, C2, p, q, 10,\n m=m, log=True)\n\nprint('Partial Wasserstein distance (m = 1): ' + str(log0['partial_gw_dist']))\nprint('Entropic partial Wasserstein distance (m = 1): ' +\n str(log['partial_gw_dist']))\n\npl.figure(1, (10, 5))\npl.title(\"mass to be transported m = 1\")\npl.subplot(1, 2, 1)\npl.imshow(res0, cmap='jet')\npl.title('Partial Wasserstein')\npl.subplot(1, 2, 2)\npl.imshow(res, cmap='jet')\npl.title('Entropic partial Wasserstein')\npl.show()\n\nprint('-----m = 2/3')\nm = 2 / 3\nres0, log0 = ot.partial.partial_gromov_wasserstein(C1, C2, p, q, m=m, log=True)\nres, log = ot.partial.entropic_partial_gromov_wasserstein(C1, C2, p, q, 10,\n m=m, log=True)\n\nprint('Partial Wasserstein distance (m = 2/3): ' +\n str(log0['partial_gw_dist']))\nprint('Entropic partial Wasserstein distance (m = 2/3): ' +\n str(log['partial_gw_dist']))\n\npl.figure(1, (10, 5))\npl.title(\"mass to be transported m = 2/3\")\npl.subplot(1, 2, 1)\npl.imshow(res0, cmap='jet')\npl.title('Partial Wasserstein')\npl.subplot(1, 2, 2)\npl.imshow(res, cmap='jet')\npl.title('Entropic partial Wasserstein')\npl.show()" + "C1 = sp.spatial.distance.cdist(xs, xs)\nC2 = sp.spatial.distance.cdist(xt, xt)\n\n# transport 100% of the mass\nprint('-----m = 1')\nm = 1\nres0, log0 = ot.partial.partial_gromov_wasserstein(C1, C2, p, q, m=m, log=True)\nres, log = ot.partial.entropic_partial_gromov_wasserstein(C1, C2, p, q, 10,\n m=m, log=True)\n\nprint('Wasserstein distance (m = 1): ' + str(log0['partial_gw_dist']))\nprint('Entropic Wasserstein distance (m = 1): ' + str(log['partial_gw_dist']))\n\npl.figure(1, (10, 5))\npl.title(\"mass to be transported m = 1\")\npl.subplot(1, 2, 1)\npl.imshow(res0, cmap='jet')\npl.title('Wasserstein')\npl.subplot(1, 2, 2)\npl.imshow(res, cmap='jet')\npl.title('Entropic Wasserstein')\npl.show()\n\n# transport 2/3 of the mass\nprint('-----m = 2/3')\nm = 2 / 3\nres0, log0 = ot.partial.partial_gromov_wasserstein(C1, C2, p, q, m=m, log=True)\nres, log = ot.partial.entropic_partial_gromov_wasserstein(C1, C2, p, q, 10,\n m=m, log=True)\n\nprint('Partial Wasserstein distance (m = 2/3): ' +\n str(log0['partial_gw_dist']))\nprint('Entropic partial Wasserstein distance (m = 2/3): ' +\n str(log['partial_gw_dist']))\n\npl.figure(1, (10, 5))\npl.title(\"mass to be transported m = 2/3\")\npl.subplot(1, 2, 1)\npl.imshow(res0, cmap='jet')\npl.title('Partial Wasserstein')\npl.subplot(1, 2, 2)\npl.imshow(res, cmap='jet')\npl.title('Entropic partial Wasserstein')\npl.show()" ] } ], |