summaryrefslogtreecommitdiff
path: root/ot/da.py
diff options
context:
space:
mode:
authorRémi Flamary <remi.flamary@gmail.com>2018-02-16 13:53:34 +0100
committerRémi Flamary <remi.flamary@gmail.com>2018-02-16 13:53:34 +0100
commitf089a3cbc27c30ba9416ea1659c2fdbac1857146 (patch)
tree04905ed08da51190f15faa7aff67acb308ee583f /ot/da.py
parent4a585de94109102c89bcd7ad43e35772e1027cd2 (diff)
better pep8 but not solved
Diffstat (limited to 'ot/da.py')
-rw-r--r--ot/da.py6
1 files changed, 6 insertions, 0 deletions
diff --git a/ot/da.py b/ot/da.py
index 1d3d0ba..ee73ec8 100644
--- a/ot/da.py
+++ b/ot/da.py
@@ -933,6 +933,7 @@ def distribution_estimation_uniform(X):
class BaseTransport(BaseEstimator):
+
"""Base class for OTDA objects
Notes
@@ -1180,6 +1181,7 @@ class BaseTransport(BaseEstimator):
class SinkhornTransport(BaseTransport):
+
"""Domain Adapatation OT method based on Sinkhorn Algorithm
Parameters
@@ -1289,6 +1291,7 @@ class SinkhornTransport(BaseTransport):
class EMDTransport(BaseTransport):
+
"""Domain Adapatation OT method based on Earth Mover's Distance
Parameters
@@ -1377,6 +1380,7 @@ class EMDTransport(BaseTransport):
class SinkhornLpl1Transport(BaseTransport):
+
"""Domain Adapatation OT method based on sinkhorn algorithm +
LpL1 class regularization.
@@ -1486,6 +1490,7 @@ class SinkhornLpl1Transport(BaseTransport):
class SinkhornL1l2Transport(BaseTransport):
+
"""Domain Adapatation OT method based on sinkhorn algorithm +
l1l2 class regularization.
@@ -1608,6 +1613,7 @@ class SinkhornL1l2Transport(BaseTransport):
class MappingTransport(BaseEstimator):
+
"""MappingTransport: DA methods that aims at jointly estimating a optimal
transport coupling and the associated mapping