ipdate release

Author: rflamary

RELEASES.md

@@ -1,9 +1,24 @@
 # POT Releases
 
 ## 0.4 Community edition
+*15 Sep 2017*
 
+This release contains a lot of contribution from new contributors.
+
+
+#### Features
+
+* Automatic notebooks and doc update (PR #27)
 * Add gromov Wasserstein solver and Gromov Barycenters (PR #23)
-* emd and emd2 can now return dual variables (PR #29) 
+* emd and emd2 can now return dual variables and have max_iter (PR #29 and PR #25) 
+* New domain adaptation classes compatible with scikit-learn (PR #22)
+* Proper tests with pytest on travis (PR #19)
+* PEP 8 tests (PR #13)
+
+#### Closed issues
+
+* emd convergence problem du to fixed max iterations (#24) 
+* Semi supervised DA error (#26)
 
 ## 0.3.1
 *11 Jul 2017*

ot/__init__.py

@@ -29,7 +29,7 @@
 # utils functions
 from .utils import dist, unif, tic, toc, toq
 
-__version__ = "0.4.0b"
+__version__ = "0.4.0"
 
 __all__ = ["emd", "emd2", "sinkhorn", "sinkhorn2", "utils", 'datasets',
            'bregman', 'lp', 'plot', 'tic', 'toc', 'toq',