Release

How to create a new release of skorch

1. check project board for new release: everything done?
2. create a new branch
3. change VERSION to new version
4. update CHANGES.md
   1. rename UNRELEASED section to new version
   2. create new UNRELEASED section
   3. update links at the bottom of CHANGES.md
5. use git grep TODO to find deprecations for the new version
6. commit any changes
7. push changes
8. create PR
9. challenge, then merge PR
10. run PYTORCH_VERSION=1.1.0 ./scripts/deploy.sh stage
11. verify test results and package on pypi testing
12. run PYTORCH_VERSION=1.1.0 ./scripts/deploy.sh live
13. verify test results and package on pypi
14. create v<VERSION> tag using github release tool and write a nice summary with the highlights of the current release
15. after the release, update the VERSION again, this time to the next higher minor version + dev (e.g. 0.9.1dev)