From dd3546baf9c59733b2109a971293eba48d2eaed3 Mon Sep 17 00:00:00 2001 From: Rémi Flamary Date: Fri, 15 Sep 2017 13:57:01 +0200 Subject: add all files for doc --- docs/source/auto_examples/plot_optim_OTreg.rst | 379 ++++++++++++------------- 1 file changed, 174 insertions(+), 205 deletions(-) (limited to 'docs/source/auto_examples/plot_optim_OTreg.rst') diff --git a/docs/source/auto_examples/plot_optim_OTreg.rst b/docs/source/auto_examples/plot_optim_OTreg.rst index f628024..480149a 100644 --- a/docs/source/auto_examples/plot_optim_OTreg.rst +++ b/docs/source/auto_examples/plot_optim_OTreg.rst @@ -399,225 +399,194 @@ Solve EMD with entropic regularization -------------------------------- 0|1.692289e-01|0.000000e+00 1|1.617643e-01|-4.614437e-02 - 2|1.612546e-01|-3.161037e-03 - 3|1.611040e-01|-9.349544e-04 - 4|1.610346e-01|-4.310179e-04 - 5|1.610072e-01|-1.701719e-04 - 6|1.609947e-01|-7.759814e-05 - 7|1.609934e-01|-7.941439e-06 - 8|1.609841e-01|-5.797180e-05 - 9|1.609838e-01|-1.559407e-06 - 10|1.609685e-01|-9.530282e-05 - 11|1.609666e-01|-1.142129e-05 - 12|1.609541e-01|-7.799970e-05 - 13|1.609496e-01|-2.780416e-05 - 14|1.609385e-01|-6.887105e-05 - 15|1.609334e-01|-3.174241e-05 - 16|1.609231e-01|-6.420777e-05 - 17|1.609115e-01|-7.189949e-05 - 18|1.608815e-01|-1.865331e-04 - 19|1.608799e-01|-1.013039e-05 + 2|1.612639e-01|-3.102965e-03 + 3|1.611291e-01|-8.371098e-04 + 4|1.610468e-01|-5.110558e-04 + 5|1.610198e-01|-1.672927e-04 + 6|1.610130e-01|-4.232417e-05 + 7|1.610090e-01|-2.513455e-05 + 8|1.610002e-01|-5.443507e-05 + 9|1.609996e-01|-3.657071e-06 + 10|1.609948e-01|-2.998735e-05 + 11|1.609695e-01|-1.569217e-04 + 12|1.609533e-01|-1.010779e-04 + 13|1.609520e-01|-8.043897e-06 + 14|1.609465e-01|-3.415246e-05 + 15|1.609386e-01|-4.898605e-05 + 16|1.609324e-01|-3.837052e-05 + 17|1.609298e-01|-1.617826e-05 + 18|1.609184e-01|-7.080015e-05 + 19|1.609083e-01|-6.273206e-05 It. |Loss |Delta loss -------------------------------- - 20|1.608695e-01|-6.468606e-05 - 21|1.608686e-01|-5.738419e-06 - 22|1.608661e-01|-1.495923e-05 - 23|1.608657e-01|-2.784611e-06 - 24|1.608633e-01|-1.512408e-05 - 25|1.608624e-01|-5.397916e-06 - 26|1.608617e-01|-4.115218e-06 - 27|1.608561e-01|-3.503396e-05 - 28|1.608479e-01|-5.098773e-05 - 29|1.608452e-01|-1.659203e-05 - 30|1.608399e-01|-3.298319e-05 - 31|1.608330e-01|-4.302183e-05 - 32|1.608310e-01|-1.273465e-05 - 33|1.608280e-01|-1.827713e-05 - 34|1.608231e-01|-3.039842e-05 - 35|1.608212e-01|-1.229256e-05 - 36|1.608200e-01|-6.900556e-06 - 37|1.608159e-01|-2.554039e-05 - 38|1.608103e-01|-3.521137e-05 - 39|1.608058e-01|-2.795180e-05 + 20|1.608988e-01|-5.940805e-05 + 21|1.608853e-01|-8.380030e-05 + 22|1.608844e-01|-5.185045e-06 + 23|1.608824e-01|-1.279113e-05 + 24|1.608819e-01|-3.156821e-06 + 25|1.608783e-01|-2.205746e-05 + 26|1.608764e-01|-1.189894e-05 + 27|1.608755e-01|-5.474607e-06 + 28|1.608737e-01|-1.144227e-05 + 29|1.608676e-01|-3.775335e-05 + 30|1.608638e-01|-2.348020e-05 + 31|1.608627e-01|-6.863136e-06 + 32|1.608529e-01|-6.110230e-05 + 33|1.608487e-01|-2.641106e-05 + 34|1.608409e-01|-4.823638e-05 + 35|1.608373e-01|-2.256641e-05 + 36|1.608338e-01|-2.132444e-05 + 37|1.608310e-01|-1.786649e-05 + 38|1.608260e-01|-3.103848e-05 + 39|1.608206e-01|-3.321265e-05 It. |Loss |Delta loss -------------------------------- - 40|1.608040e-01|-1.119118e-05 - 41|1.608027e-01|-8.193369e-06 - 42|1.607994e-01|-2.026719e-05 - 43|1.607985e-01|-5.819902e-06 - 44|1.607978e-01|-4.048170e-06 - 45|1.607978e-01|-3.007470e-07 - 46|1.607950e-01|-1.705375e-05 - 47|1.607927e-01|-1.430186e-05 - 48|1.607925e-01|-1.166526e-06 - 49|1.607911e-01|-9.069406e-06 - 50|1.607910e-01|-3.804209e-07 - 51|1.607910e-01|-5.942399e-08 - 52|1.607910e-01|-2.321380e-07 - 53|1.607907e-01|-1.877655e-06 - 54|1.607906e-01|-2.940224e-07 - 55|1.607877e-01|-1.814208e-05 - 56|1.607841e-01|-2.236496e-05 - 57|1.607810e-01|-1.951355e-05 - 58|1.607804e-01|-3.578228e-06 - 59|1.607789e-01|-9.442277e-06 + 40|1.608201e-01|-3.054747e-06 + 41|1.608195e-01|-4.198335e-06 + 42|1.608193e-01|-8.458736e-07 + 43|1.608159e-01|-2.153759e-05 + 44|1.608115e-01|-2.738314e-05 + 45|1.608108e-01|-3.960032e-06 + 46|1.608081e-01|-1.675447e-05 + 47|1.608072e-01|-5.976340e-06 + 48|1.608046e-01|-1.604130e-05 + 49|1.608020e-01|-1.617036e-05 + 50|1.608014e-01|-3.957795e-06 + 51|1.608011e-01|-1.292411e-06 + 52|1.607998e-01|-8.431795e-06 + 53|1.607964e-01|-2.127054e-05 + 54|1.607947e-01|-1.021878e-05 + 55|1.607947e-01|-3.560621e-07 + 56|1.607900e-01|-2.929781e-05 + 57|1.607890e-01|-5.740229e-06 + 58|1.607858e-01|-2.039550e-05 + 59|1.607836e-01|-1.319545e-05 It. |Loss |Delta loss -------------------------------- - 60|1.607779e-01|-5.997371e-06 - 61|1.607754e-01|-1.564408e-05 - 62|1.607742e-01|-7.693285e-06 - 63|1.607727e-01|-9.030547e-06 - 64|1.607719e-01|-5.103894e-06 - 65|1.607693e-01|-1.605420e-05 - 66|1.607676e-01|-1.047837e-05 - 67|1.607675e-01|-6.026848e-07 - 68|1.607655e-01|-1.240216e-05 - 69|1.607632e-01|-1.434674e-05 - 70|1.607618e-01|-8.829808e-06 - 71|1.607606e-01|-7.581824e-06 - 72|1.607590e-01|-1.009457e-05 - 73|1.607586e-01|-2.222963e-06 - 74|1.607577e-01|-5.564775e-06 - 75|1.607574e-01|-1.932763e-06 - 76|1.607573e-01|-8.148685e-07 - 77|1.607554e-01|-1.187660e-05 - 78|1.607546e-01|-4.557651e-06 - 79|1.607537e-01|-5.911902e-06 + 60|1.607826e-01|-6.378947e-06 + 61|1.607808e-01|-1.145102e-05 + 62|1.607776e-01|-1.941743e-05 + 63|1.607743e-01|-2.087422e-05 + 64|1.607741e-01|-1.310249e-06 + 65|1.607738e-01|-1.682752e-06 + 66|1.607691e-01|-2.913936e-05 + 67|1.607671e-01|-1.288855e-05 + 68|1.607654e-01|-1.002448e-05 + 69|1.607641e-01|-8.209492e-06 + 70|1.607632e-01|-5.588467e-06 + 71|1.607619e-01|-8.050388e-06 + 72|1.607618e-01|-9.417493e-07 + 73|1.607598e-01|-1.210509e-05 + 74|1.607591e-01|-4.392914e-06 + 75|1.607579e-01|-7.759587e-06 + 76|1.607574e-01|-2.760280e-06 + 77|1.607556e-01|-1.146469e-05 + 78|1.607550e-01|-3.689456e-06 + 79|1.607550e-01|-4.065631e-08 It. |Loss |Delta loss -------------------------------- - 80|1.607529e-01|-4.710187e-06 - 81|1.607528e-01|-8.866080e-07 - 82|1.607522e-01|-3.620627e-06 - 83|1.607514e-01|-5.091281e-06 - 84|1.607498e-01|-9.932095e-06 - 85|1.607487e-01|-6.852804e-06 - 86|1.607478e-01|-5.373596e-06 - 87|1.607473e-01|-3.287295e-06 - 88|1.607470e-01|-1.666655e-06 - 89|1.607469e-01|-5.293790e-07 - 90|1.607466e-01|-2.051914e-06 - 91|1.607456e-01|-6.422797e-06 - 92|1.607456e-01|-1.110433e-07 - 93|1.607451e-01|-2.803849e-06 - 94|1.607451e-01|-2.608066e-07 - 95|1.607441e-01|-6.290352e-06 - 96|1.607429e-01|-7.298455e-06 - 97|1.607429e-01|-8.969905e-09 - 98|1.607427e-01|-7.923968e-07 - 99|1.607427e-01|-3.519286e-07 + 80|1.607539e-01|-6.555681e-06 + 81|1.607528e-01|-7.177470e-06 + 82|1.607527e-01|-5.306068e-07 + 83|1.607514e-01|-7.816045e-06 + 84|1.607511e-01|-2.301970e-06 + 85|1.607504e-01|-4.281072e-06 + 86|1.607503e-01|-7.821886e-07 + 87|1.607480e-01|-1.403013e-05 + 88|1.607480e-01|-1.169298e-08 + 89|1.607473e-01|-4.235982e-06 + 90|1.607470e-01|-1.717105e-06 + 91|1.607470e-01|-6.148402e-09 + 92|1.607462e-01|-5.396481e-06 + 93|1.607461e-01|-5.194954e-07 + 94|1.607450e-01|-6.525707e-06 + 95|1.607442e-01|-5.332060e-06 + 96|1.607439e-01|-1.682093e-06 + 97|1.607437e-01|-1.594796e-06 + 98|1.607435e-01|-7.923812e-07 + 99|1.607420e-01|-9.738552e-06 It. |Loss |Delta loss -------------------------------- - 100|1.607426e-01|-3.563804e-07 - 101|1.607410e-01|-1.004042e-05 - 102|1.607410e-01|-2.124801e-07 - 103|1.607398e-01|-7.556935e-06 - 104|1.607398e-01|-7.606853e-08 - 105|1.607385e-01|-8.058684e-06 - 106|1.607383e-01|-7.393061e-07 - 107|1.607381e-01|-1.504958e-06 - 108|1.607377e-01|-2.508807e-06 - 109|1.607371e-01|-4.004631e-06 - 110|1.607365e-01|-3.580156e-06 - 111|1.607364e-01|-2.563573e-07 - 112|1.607354e-01|-6.390137e-06 - 113|1.607348e-01|-4.119553e-06 - 114|1.607339e-01|-5.299475e-06 - 115|1.607335e-01|-2.316767e-06 - 116|1.607330e-01|-3.444737e-06 - 117|1.607324e-01|-3.467980e-06 - 118|1.607320e-01|-2.374632e-06 - 119|1.607319e-01|-7.978255e-07 + 100|1.607419e-01|-1.022448e-07 + 101|1.607419e-01|-4.865999e-07 + 102|1.607418e-01|-7.092012e-07 + 103|1.607408e-01|-5.861815e-06 + 104|1.607402e-01|-3.953266e-06 + 105|1.607395e-01|-3.969572e-06 + 106|1.607390e-01|-3.612075e-06 + 107|1.607377e-01|-7.683735e-06 + 108|1.607365e-01|-7.777599e-06 + 109|1.607364e-01|-2.335096e-07 + 110|1.607364e-01|-4.562036e-07 + 111|1.607360e-01|-2.089538e-06 + 112|1.607356e-01|-2.755355e-06 + 113|1.607349e-01|-4.501960e-06 + 114|1.607347e-01|-1.160544e-06 + 115|1.607346e-01|-6.289450e-07 + 116|1.607345e-01|-2.092146e-07 + 117|1.607336e-01|-5.990866e-06 + 118|1.607330e-01|-3.348498e-06 + 119|1.607328e-01|-1.256222e-06 It. |Loss |Delta loss -------------------------------- - 120|1.607312e-01|-4.221434e-06 - 121|1.607310e-01|-1.324597e-06 - 122|1.607304e-01|-3.650359e-06 - 123|1.607298e-01|-3.732712e-06 - 124|1.607295e-01|-1.994082e-06 - 125|1.607289e-01|-3.954139e-06 - 126|1.607286e-01|-1.532372e-06 - 127|1.607286e-01|-1.167223e-07 - 128|1.607283e-01|-2.157376e-06 - 129|1.607279e-01|-2.253077e-06 - 130|1.607274e-01|-3.301532e-06 - 131|1.607269e-01|-2.650754e-06 - 132|1.607264e-01|-3.595551e-06 - 133|1.607262e-01|-1.159425e-06 - 134|1.607258e-01|-2.512411e-06 - 135|1.607255e-01|-1.998792e-06 - 136|1.607251e-01|-2.486536e-06 - 137|1.607246e-01|-2.782996e-06 - 138|1.607246e-01|-2.922470e-07 - 139|1.607242e-01|-2.071131e-06 + 120|1.607320e-01|-5.418353e-06 + 121|1.607318e-01|-8.296189e-07 + 122|1.607311e-01|-4.381608e-06 + 123|1.607310e-01|-8.913901e-07 + 124|1.607309e-01|-3.808821e-07 + 125|1.607302e-01|-4.608994e-06 + 126|1.607294e-01|-5.063777e-06 + 127|1.607290e-01|-2.532835e-06 + 128|1.607285e-01|-2.870049e-06 + 129|1.607284e-01|-4.892812e-07 + 130|1.607281e-01|-1.760452e-06 + 131|1.607279e-01|-1.727139e-06 + 132|1.607275e-01|-2.220706e-06 + 133|1.607271e-01|-2.516930e-06 + 134|1.607269e-01|-1.201434e-06 + 135|1.607269e-01|-2.183459e-09 + 136|1.607262e-01|-4.223011e-06 + 137|1.607258e-01|-2.530202e-06 + 138|1.607258e-01|-1.857260e-07 + 139|1.607256e-01|-1.401957e-06 It. |Loss |Delta loss -------------------------------- - 140|1.607237e-01|-3.154193e-06 - 141|1.607235e-01|-1.194962e-06 - 142|1.607232e-01|-2.035251e-06 - 143|1.607232e-01|-6.027855e-08 - 144|1.607229e-01|-1.555696e-06 - 145|1.607228e-01|-1.081740e-06 - 146|1.607225e-01|-1.881070e-06 - 147|1.607224e-01|-4.100096e-07 - 148|1.607223e-01|-7.785200e-07 - 149|1.607222e-01|-2.094072e-07 - 150|1.607220e-01|-1.440814e-06 - 151|1.607217e-01|-1.997794e-06 - 152|1.607214e-01|-2.011022e-06 - 153|1.607212e-01|-8.808854e-07 - 154|1.607211e-01|-7.245877e-07 - 155|1.607207e-01|-2.217159e-06 - 156|1.607201e-01|-3.817891e-06 - 157|1.607200e-01|-7.409600e-07 - 158|1.607198e-01|-1.497698e-06 - 159|1.607195e-01|-1.729666e-06 + 140|1.607250e-01|-3.242751e-06 + 141|1.607247e-01|-2.308071e-06 + 142|1.607247e-01|-4.730700e-08 + 143|1.607246e-01|-4.240229e-07 + 144|1.607242e-01|-2.484810e-06 + 145|1.607238e-01|-2.539206e-06 + 146|1.607234e-01|-2.535574e-06 + 147|1.607231e-01|-1.954802e-06 + 148|1.607228e-01|-1.765447e-06 + 149|1.607228e-01|-1.620007e-08 + 150|1.607222e-01|-3.615783e-06 + 151|1.607222e-01|-8.668516e-08 + 152|1.607215e-01|-4.000673e-06 + 153|1.607213e-01|-1.774103e-06 + 154|1.607213e-01|-6.328834e-09 + 155|1.607209e-01|-2.418783e-06 + 156|1.607208e-01|-2.848492e-07 + 157|1.607207e-01|-8.836043e-07 + 158|1.607205e-01|-1.192836e-06 + 159|1.607202e-01|-1.638022e-06 It. |Loss |Delta loss -------------------------------- - 160|1.607195e-01|-2.115187e-07 - 161|1.607192e-01|-1.643727e-06 - 162|1.607192e-01|-1.712969e-07 - 163|1.607189e-01|-1.805877e-06 - 164|1.607189e-01|-1.209827e-07 - 165|1.607185e-01|-2.060002e-06 - 166|1.607182e-01|-1.961341e-06 - 167|1.607181e-01|-1.020366e-06 - 168|1.607179e-01|-9.760982e-07 - 169|1.607178e-01|-7.219236e-07 - 170|1.607175e-01|-1.837718e-06 - 171|1.607174e-01|-3.337578e-07 - 172|1.607173e-01|-5.298564e-07 - 173|1.607173e-01|-6.864278e-08 - 174|1.607173e-01|-2.008419e-07 - 175|1.607171e-01|-1.375630e-06 - 176|1.607168e-01|-1.911257e-06 - 177|1.607167e-01|-2.709815e-07 - 178|1.607167e-01|-1.390953e-07 - 179|1.607165e-01|-1.199675e-06 - It. |Loss |Delta loss - -------------------------------- - 180|1.607165e-01|-1.457259e-07 - 181|1.607163e-01|-1.049154e-06 - 182|1.607163e-01|-2.753577e-09 - 183|1.607163e-01|-6.972814e-09 - 184|1.607161e-01|-1.552100e-06 - 185|1.607159e-01|-1.068596e-06 - 186|1.607157e-01|-1.247724e-06 - 187|1.607155e-01|-1.158164e-06 - 188|1.607155e-01|-2.616199e-07 - 189|1.607154e-01|-3.595874e-07 - 190|1.607154e-01|-5.334527e-08 - 191|1.607153e-01|-3.452744e-07 - 192|1.607153e-01|-1.239593e-07 - 193|1.607152e-01|-8.184984e-07 - 194|1.607150e-01|-1.316308e-06 - 195|1.607150e-01|-7.100882e-09 - 196|1.607148e-01|-1.393958e-06 - 197|1.607146e-01|-1.242735e-06 - 198|1.607144e-01|-1.123993e-06 - 199|1.607143e-01|-3.512071e-07 - It. |Loss |Delta loss - -------------------------------- - 200|1.607143e-01|-2.151971e-10 + 160|1.607202e-01|-3.670914e-08 + 161|1.607197e-01|-3.153709e-06 + 162|1.607197e-01|-2.419565e-09 + 163|1.607194e-01|-2.136882e-06 + 164|1.607194e-01|-1.173754e-09 + 165|1.607192e-01|-8.169238e-07 + 166|1.607191e-01|-9.218755e-07 + 167|1.607189e-01|-9.459255e-07 + 168|1.607187e-01|-1.294835e-06 + 169|1.607186e-01|-5.797668e-07 + 170|1.607186e-01|-4.706272e-08 + 171|1.607183e-01|-1.753383e-06 + 172|1.607183e-01|-1.681573e-07 + 173|1.607183e-01|-2.563971e-10 Solve EMD with Frobenius norm + entropic regularization @@ -667,7 +636,7 @@ Solve EMD with Frobenius norm + entropic regularization 4|1.609284e-01|-1.111407e-12 -**Total running time of the script:** ( 0 minutes 1.809 seconds) +**Total running time of the script:** ( 0 minutes 2.800 seconds) @@ -686,4 +655,4 @@ Solve EMD with Frobenius norm + entropic regularization .. rst-class:: sphx-glr-signature - `Generated by Sphinx-Gallery `_ + `Generated by Sphinx-Gallery `_ -- cgit v1.2.3