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authorRémi Flamary <remi.flamary@gmail.com>2018-09-28 15:43:03 +0200
committerRémi Flamary <remi.flamary@gmail.com>2018-09-28 15:43:03 +0200
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# POT Releases
-## 0.5.0b
+## 0.5.0 Year 2
*Sep 2018*
-*This is a beta release and is still a work in progress*
+POT is 2 years old! This release bring both numerous new features to the toolbox as listed below but also several
#### Features
@@ -12,7 +12,7 @@
* Add non regularized Gromov-Wasserstein solver (PR #41)
* Linear OT mapping between empirical distributions and 90\% test coverage (PR #42)
* Add log parameter in class EMDTransport and SinkhornLpL1Transport (PR #44)
-* Add Marddown format for Pipy (PR #45)
+* Add Markdown format for Pipy (PR #45)
* Test for Python 3.5 and 3.6 on Travis (PR #46)
* Non regularized Wasserstein barycenter with scipy linear solver and/or cvxopt (PR #47)
* Rename dataset functions to be more sklearn compliant (PR #49)
@@ -22,10 +22,13 @@
* Speed-up Sinkhorn function (PR #57 and PR #58)
* Add convolutional Wassersein barycenters for 2D images (PR #64)
* Add Greedy Sinkhorn variant (Greenkhorn) (PR #66)
+* Big ot.gpu update with cupy implementation (instead of un-maintained cudamat) (PR #67)
#### Deprecation
-Deprecated OTDA Classes were removed for version 0.5 (PR #48), it has been a year and the deprecation message.
+Deprecated OTDA Classes were removed for version 0.5 (PR #48 and PR #67). The
+deprecation messagehas been for a year here since 0.4 and it is time to pull
+the plug.
#### Closed issues