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authorRémi Flamary <remi.flamary@gmail.com>2020-04-24 11:20:02 +0200
committerRémi Flamary <remi.flamary@gmail.com>2020-04-24 11:20:02 +0200
commit8599e720d5f438e2aaf5c635883e64deb026f3ce (patch)
tree840ad8693ab6f7a5fd6c150124666ac5642e77dc /ot
parent53265dbd5530aee37a33f42e1243b26422d62acf (diff)
correct doc for emd
Diffstat (limited to 'ot')
-rw-r--r--ot/lp/__init__.py6
1 files changed, 5 insertions, 1 deletions
diff --git a/ot/lp/__init__.py b/ot/lp/__init__.py
index ad390c5..50003ed 100644
--- a/ot/lp/__init__.py
+++ b/ot/lp/__init__.py
@@ -180,7 +180,9 @@ def emd(a, b, M, numItermax=100000, log=False, center_dual=True):
\gamma = arg\min_\gamma <\gamma,M>_F
s.t. \gamma 1 = a
+
\gamma^T 1= b
+
\gamma\geq 0
where :
@@ -289,10 +291,12 @@ def emd2(a, b, M, processes=multiprocessing.cpu_count(),
r"""Solves the Earth Movers distance problem and returns the loss
.. math::
- \gamma = arg\min_\gamma <\gamma,M>_F
+ \min_\gamma <\gamma,M>_F
s.t. \gamma 1 = a
+
\gamma^T 1= b
+
\gamma\geq 0
where :