diff options
Diffstat (limited to 'docs/source/auto_examples/plot_gromov.rst')
| -rw-r--r-- | docs/source/auto_examples/plot_gromov.rst | 38 |
1 files changed, 19 insertions, 19 deletions
diff --git a/docs/source/auto_examples/plot_gromov.rst b/docs/source/auto_examples/plot_gromov.rst index 131861f..3ed4e11 100644 --- a/docs/source/auto_examples/plot_gromov.rst +++ b/docs/source/auto_examples/plot_gromov.rst @@ -54,7 +54,7 @@ two Gaussian distributions in 2- and 3-dimensional spaces. cov_t = np.array([[1, 0, 0], [0, 1, 0], [0, 0, 1]]) - xs = ot.datasets.get_2D_samples_gauss(n_samples, mu_s, cov_s) + xs = ot.datasets.make_2D_samples_gauss(n_samples, mu_s, cov_s) P = sp.linalg.sqrtm(cov_t) xt = np.random.randn(n_samples, 3).dot(P) + mu_t @@ -166,28 +166,28 @@ Compute Gromov-Wasserstein plans and distance It. |Loss |Delta loss -------------------------------- - 0|4.517558e-02|0.000000e+00 - 1|2.563483e-02|-7.622736e-01 - 2|2.443903e-02|-4.892972e-02 - 3|2.231600e-02|-9.513496e-02 - 4|1.676188e-02|-3.313541e-01 - 5|1.464792e-02|-1.443180e-01 - 6|1.454315e-02|-7.204526e-03 - 7|1.454142e-02|-1.185811e-04 - 8|1.454141e-02|-1.190466e-06 - 9|1.454141e-02|-1.190512e-08 - 10|1.454141e-02|-1.190520e-10 + 0|4.328711e-02|0.000000e+00 + 1|2.281369e-02|-8.974178e-01 + 2|1.843659e-02|-2.374139e-01 + 3|1.602820e-02|-1.502598e-01 + 4|1.353712e-02|-1.840179e-01 + 5|1.285687e-02|-5.290977e-02 + 6|1.284537e-02|-8.952931e-04 + 7|1.284525e-02|-8.989584e-06 + 8|1.284525e-02|-8.989950e-08 + 9|1.284525e-02|-8.989949e-10 It. |Err ------------------- - 0|6.743761e-02| - 10|5.477003e-04| - 20|2.461503e-08| - 30|1.205155e-11| - Gromov-Wasserstein distances: 0.014541405718693563 - Entropic Gromov-Wasserstein distances: 0.015800739725237274 + 0|7.263293e-02| + 10|1.737784e-02| + 20|7.783978e-03| + 30|3.399419e-07| + 40|3.751207e-11| + Gromov-Wasserstein distances: 0.012845252089244688 + Entropic Gromov-Wasserstein distances: 0.013543882352191079 -**Total running time of the script:** ( 0 minutes 1.448 seconds) +**Total running time of the script:** ( 0 minutes 1.916 seconds) |