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diff --git a/docs/source/releases.rst b/docs/source/releases.rst index 075108f..5a357f3 100644 --- a/docs/source/releases.rst +++ b/docs/source/releases.rst @@ -1,8 +1,89 @@ Releases ======== -0.6 ---- +0.7.0 +----- + +*May 2020* + +This is the new stable release for POT. We made a lot of changes in the +documentation and added several new features such as Partial OT, +Unbalanced and Multi Sources OT Domain Adaptation and several bug fixes. +One important change is that we have created the GitHub organization +`PythonOT <https://github.com/PythonOT>`__ that now owns the main POT +repository https://github.com/PythonOT/POT and the repository for the +new documentation is now hosted at https://PythonOT.github.io/. + +This is the first release where the Python 2.7 tests have been removed. +Most of the toolbox should still work but we do not offer support for +Python 2.7 and will close related Issues. + +A lot of changes have been done to the documentation that is now hosted +on https://PythonOT.github.io/ instead of readthedocs. It was a hard +choice but readthedocs did not allow us to run sphinx-gallery to update +our beautiful examples and it was a huge amount of work to maintain. The +documentation is now automatically compiled and updated on merge. We +also removed the notebooks from the repository for space reason and also +because they are all available in the `example +gallery <auto_examples/index.html>`__. Note +that now the output of the documentation build for each commit in the PR +is available to check that the doc builds correctly before merging which +was not possible with readthedocs. + +The CI framework has also been changed with a move from Travis to Github +Action which allows to get faster tests on Windows, MacOS and Linux. We +also now report our coverage on +`Codecov.io <https://codecov.io/gh/PythonOT/POT>`__ and we have a +reasonable 92% coverage. We also now generate wheels for a number of OS +and Python versions at each merge in the master branch. They are +available as outputs of this +`action <https://github.com/PythonOT/POT/actions?query=workflow%3A%22Build+dist+and+wheels%22>`__. +This will allow simpler multi-platform releases from now on. + +In terms of new features we now have `OTDA Classes for unbalanced +OT <https://pythonot.github.io/gen_modules/ot.da.html#ot.da.UnbalancedSinkhornTransport>`__, +a new Domain adaptation class form `multi domain problems +(JCPOT) <auto_examples/domain-adaptation/plot_otda_jcpot.html#sphx-glr-auto-examples-domain-adaptation-plot-otda-jcpot-py>`__, +and several solvers to solve the `Partial Optimal +Transport <auto_examples/unbalanced-partial/plot_partial_wass_and_gromov.html#sphx-glr-auto-examples-unbalanced-partial-plot-partial-wass-and-gromov-py>`__ +problems. + +This release is also the moment to thank all the POT contributors (old +and new) for helping making POT such a nice toolbox. A lot of changes +(also in the API) are comming for the next versions. + +Features +^^^^^^^^ + +- New documentation on https://PythonOT.github.io/ (PR #160, PR #143, + PR #144) +- Documentation build on CircleCI with sphinx-gallery (PR #145,PR #146, + #155) +- Run sphinx gallery in CI (PR #146) +- Remove notebooks from repo because available in doc (PR #156) +- Build wheels in CI (#157) +- Move from travis to GitHub Action for Windows, MacOS and Linux (PR + #148, PR #150) +- Partial Optimal Transport (PR#141 and PR #142) +- Laplace regularized OTDA (PR #140) +- Multi source DA with target shift (PR #137) +- Screenkhorn algorithm (PR #121) + +Closed issues +^^^^^^^^^^^^^ + +- Bug in Unbalanced OT example (Issue #127) +- Clean Cython output when calling setup.py clean (Issue #122) +- Various Macosx compilation problems (Issue #113, Issue #118, PR#130) +- EMD dimension mismatch (Issue #114, Fixed in PR #116) +- 2D barycenter bug for non square images (Issue #124, fixed in PR + #132) +- Bad value in EMD 1D (Issue #138, fixed in PR #139) +- Log bugs for Gromov-Wassertein solver (Issue #107, fixed in PR #108) +- Weight issues in barycenter function (PR #106) + +0.6.0 +----- *July 2019* |