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authorAlexandre Gramfort <alexandre.gramfort@m4x.org>2017-07-12 22:20:08 +0200
committerAlexandre Gramfort <alexandre.gramfort@m4x.org>2017-07-20 14:05:12 +0200
commitd6091dae858a82f69e6843859f164269fa338c6b (patch)
tree4c6b60ef30514a7d86d06b0f7664769c7d871bb6 /examples/plot_OT_1D.py
parentc5a72cc1ff6a1f5462fdca6ced837180820fe19b (diff)
more
Diffstat (limited to 'examples/plot_OT_1D.py')
-rw-r--r--examples/plot_OT_1D.py18
1 files changed, 9 insertions, 9 deletions
diff --git a/examples/plot_OT_1D.py b/examples/plot_OT_1D.py
index b36fa6a..2f3b924 100644
--- a/examples/plot_OT_1D.py
+++ b/examples/plot_OT_1D.py
@@ -8,7 +8,7 @@
"""
import numpy as np
-import matplotlib.pylab as plt
+import matplotlib.pylab as pl
import ot
from ot.datasets import get_1D_gauss as gauss
@@ -29,21 +29,21 @@ M /= M.max()
#%% plot the distributions
-plt.figure(1)
-plt.plot(x, a, 'b', label='Source distribution')
-plt.plot(x, b, 'r', label='Target distribution')
-plt.legend()
+pl.figure(1, figsize=(6.4, 3))
+pl.plot(x, a, 'b', label='Source distribution')
+pl.plot(x, b, 'r', label='Target distribution')
+pl.legend()
#%% plot distributions and loss matrix
-plt.figure(2, figsize=(5, 5))
+pl.figure(2, figsize=(5, 5))
ot.plot.plot1D_mat(a, b, M, 'Cost matrix M')
#%% EMD
G0 = ot.emd(a, b, M)
-plt.figure(3, figsize=(5, 5))
+pl.figure(3, figsize=(5, 5))
ot.plot.plot1D_mat(a, b, G0, 'OT matrix G0')
#%% Sinkhorn
@@ -51,7 +51,7 @@ ot.plot.plot1D_mat(a, b, G0, 'OT matrix G0')
lambd = 1e-3
Gs = ot.sinkhorn(a, b, M, lambd, verbose=True)
-plt.figure(4, figsize=(5, 5))
+pl.figure(4, figsize=(5, 5))
ot.plot.plot1D_mat(a, b, Gs, 'OT matrix Sinkhorn')
-plt.show()
+pl.show()