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author | Rémi Flamary <remi.flamary@gmail.com> | 2017-09-15 14:18:20 +0200 |
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committer | Rémi Flamary <remi.flamary@gmail.com> | 2017-09-15 14:18:20 +0200 |
commit | effa765b0f3b2abd22d5f97ff9206b5011c3e3a0 (patch) | |
tree | 42786c05010c5c7a9db547e7441e62c52db3e3cf /RELEASES.md | |
parent | dd3546baf9c59733b2109a971293eba48d2eaed3 (diff) |
add images and begin releases file
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-rw-r--r-- | RELEASES.md | 42 |
1 files changed, 42 insertions, 0 deletions
diff --git a/RELEASES.md b/RELEASES.md new file mode 100644 index 0000000..f00e704 --- /dev/null +++ b/RELEASES.md @@ -0,0 +1,42 @@ +# POT Releases + +## V0.1.11 New years resolution +*5 Jan 2017* + +* Add sphinx gallery for better documentation +* Small efficiency tweak in sinkhorn +* Add simple tic() toc() functions for timing + + +## V0.1.10 +*7 Nov 2016* +* numerical stabilization for sinkhorn (log domain and epsilon scaling) + +## V0.1.9 DA classes and mapping +*4 Nov 2016* + +* Update classes and examples for domain adaptation +* Joint OT matrix and mapping estimation + +## V0.1.7 +*31 Oct 2016* + +* Original Domain adaptation classes + + + +## PyPI version 0.1.3 + +* pipy works + +## First pre-release +*28 Oct 2016* + +It provides the following solvers: +* OT solver for the linear program/ Earth Movers Distance [1]. +* Entropic regularization OT solver with Sinkhorn Knopp Algorithm [2]. +* Bregman projections for Wasserstein barycenter [3] and unmixing [4]. +* Optimal transport for domain adaptation with group lasso regularization [5] +* Conditional gradient [6] and Generalized conditional gradient for regularized OT [7]. + +Some demonstrations (both in Python and Jupyter Notebook format) are available in the examples folder. |