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-rw-r--r--docs/source/auto_examples/plot_WDA.rst41
1 files changed, 22 insertions, 19 deletions
diff --git a/docs/source/auto_examples/plot_WDA.rst b/docs/source/auto_examples/plot_WDA.rst
index 379a133..540555d 100644
--- a/docs/source/auto_examples/plot_WDA.rst
+++ b/docs/source/auto_examples/plot_WDA.rst
@@ -4,7 +4,7 @@
=================================
-WAsserstein Discriminant Analysis
+Wasserstein Discriminant Analysis
=================================
@author: rflamary
@@ -23,23 +23,26 @@ WAsserstein Discriminant Analysis
Compiling cost function...
Computing gradient of cost function...
iter cost val grad. norm
- 1 +7.5272200933021116e-01 8.85804426e-01
- 2 +2.5764223980223788e-01 3.04501586e-01
- 3 +1.6018169776696620e-01 1.78298483e-01
- 4 +1.4560944642106255e-01 1.42133298e-01
- 5 +1.0243843483991794e-01 1.23342675e-01
- 6 +7.8856617504010643e-02 1.05379766e-01
- 7 +7.7620851864404483e-02 1.04044062e-01
- 8 +7.3160520861018416e-02 8.33770034e-02
- 9 +6.6999294576662857e-02 2.87368977e-02
- 10 +6.6250206928793964e-02 1.72155066e-03
- 11 +6.6247631521353170e-02 2.43806911e-04
- 12 +6.6247596955965438e-02 1.40066459e-04
- 13 +6.6247580176638649e-02 4.77471577e-06
- 14 +6.6247580163923028e-02 3.00484279e-06
- 15 +6.6247580159235792e-02 1.91039983e-06
- 16 +6.6247580156889613e-02 9.56038747e-07
- Terminated - min grad norm reached after 16 iterations, 7.78 seconds.
+ 1 +5.2427396265941129e-01 8.16627951e-01
+ 2 +1.7904850059627236e-01 1.91366819e-01
+ 3 +1.6985797253002377e-01 1.70940682e-01
+ 4 +1.3903474972292729e-01 1.28606342e-01
+ 5 +7.4961734618782416e-02 6.41973980e-02
+ 6 +7.1900245222486239e-02 4.25693592e-02
+ 7 +7.0472023318269614e-02 2.34599232e-02
+ 8 +6.9917568641317152e-02 5.66542766e-03
+ 9 +6.9885086242452696e-02 4.05756115e-04
+ 10 +6.9884967432653489e-02 2.16836017e-04
+ 11 +6.9884923649884148e-02 5.74961622e-05
+ 12 +6.9884921818258436e-02 3.83257203e-05
+ 13 +6.9884920459612282e-02 9.97486224e-06
+ 14 +6.9884920414414409e-02 7.33567875e-06
+ 15 +6.9884920388431387e-02 5.23889187e-06
+ 16 +6.9884920385183902e-02 4.91959084e-06
+ 17 +6.9884920373983223e-02 3.56451669e-06
+ 18 +6.9884920369701245e-02 2.88858709e-06
+ 19 +6.9884920361621208e-02 1.82294279e-07
+ Terminated - min grad norm reached after 19 iterations, 9.65 seconds.
@@ -105,7 +108,7 @@ WAsserstein Discriminant Analysis
pl.legend(loc=0)
pl.title('Projected test samples')
-**Total running time of the script:** ( 0 minutes 14.134 seconds)
+**Total running time of the script:** ( 0 minutes 16.902 seconds)