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Merged
merged 3 commits into from
Dec 15, 2021
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[WIP] Update version in to 0.8.1dev and release file #323

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d654e8c
update delease file and add it to doc ith mystè_parser
rflamary Dec 15, 2021
0a5210a
typos in release file
rflamary Dec 15, 2021
cbf076f
update PR template
rflamary Dec 15, 2021
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13 changes: 6 additions & 7 deletions .github/PULL_REQUEST_TEMPLATE.md
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## Types of changes
<!--- What types of changes does your code introduce? Put an `x` in all the boxes that apply: -->

- [ ] Docs change / refactoring / dependency upgrade
- [ ] Bug fix (non-breaking change which fixes an issue)
- [ ] New feature (non-breaking change which adds functionality)
- [ ] Breaking change (fix or feature that would cause existing functionality to change)


## Motivation and context / Related issue
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<!--- (we recommend to have an existing issue for each pull request) -->



## How has this been tested (if it applies)
<!--- Please describe here how your modifications have been tested. -->


## Checklist

## PR checklist
<!-- - Go over all the following points, and put an `x` in all the boxes that apply. -->
<!--- If you're unsure about any of these, don't hesitate to ask. We're here to help! -->

- [ ] The documentation is up-to-date with the changes I made.
- [ ] I have read the [**CONTRIBUTING**](CONTRIBUTING.md) document.
- [ ] All tests passed, and additional code has been covered with new tests.
- [ ] The documentation is up-to-date with the changes I made (check build artifacts).
- [ ] All tests passed, and additional code has been **covered with new tests**.
- [ ] I have added the PR and Issue fix to the [**RELEASES.md**](RELEASES.md) file.

<!--- In any case, don't hesitate to join and ask questions if you need on slack (https://pot-toolbox.slack.com/), gitter (https://gitter.im/PythonOT/community), or the mailing list (https://mail.python.org/mm3/mailman3/lists/pot.python.org/). -->
28 changes: 28 additions & 0 deletions RELEASES.md
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# Releases


## 0.8.1dev
*December 2021*

This release fixes several bugs and introduce two new backends: Cupy
and Tensorflow. Note that teh tensorflow backend will work only when tensorflow
has enabled the Numpy behavior (that's for transpose that is not by default in
tensorflow). We also introduce a simple benchmark on CPU GPU for te sinkhorn
solver that will be provided in teh documentation.

As always we want to that the contributors who helped mak POT better (and bug free).

#### New features

- New benchmark for sinkhorn solver on CPU/GPU and between backends (PR #316)
- New tensorflow backend (PR #316)
- New Cupy backend (PR #315)
- Documentation always up-to-date with README, RELEASES, CONTRIBUTING and
CODE_OF_CONDUCT files (PR #316, PR #322).

#### Closed issues

- Fix bug in `ot.dist` function when non euclidean distance (Issue #305, PR #306)
- Fix gradient scaling for functions using `nx.set_gradients` (Issue #309, PR
#310)
- Fix bug in generalized Conditional gradient solver and SinkhornL1L2 (Issue
#311, PR #313)
- Fix log error in `gromov_barycenters` (Issue #317, PR #3018)

## 0.8.0
*November 2021*

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