Release 0.4.1

[gomezzz]

Feature

Changelog

• Bug fixes related to new jax versions
• Bug fixes related to new TF versions
• CI/CD maintenance

What Needs to Be Done (chronologically)

• Create PR from main -> develop to incorporate hotfixes / documentation changes.
• In case of merge conflicts create PR to fix them which is then merged into main / fix on GitHub but make sure to let it create a new branch for the changes.
• Review the PR
• Create PR to merge from current develop into release branch
• Write Changelog in PR and request review
• Review the PR (if OK - merge, but DO NOT delete the branch)
• Minimize packages in requirements.txt and conda-forge submission. Update packages in setup.py
• Check unit tests -> Check all tests pass on CPU and GPU (e.g. on colab) and that there are tests for all important features
• Check documentation -> Check presence of documentation for all features by locally building the docs on the release
• Change version number in setup.py and docs (under conf.py)
• Trigger the Upload Python Package to testpypi GitHub Action (https://github.com/esa/torchquad/actions/workflows/deploy_to_test_pypi.yml) on the release branch (need to be logged in)
• Test the build on testpypi (with pip install --index-url https://test.pypi.org/simple/ --extra-index-url https://pypi.org/simple torchquad)
• Finalize release on the release branch
• Create PR: release → main, release -> develop
• PR Review
• Merge release back into main, and develop
• Create Release on GitHub from the last commit (the one reviewed in the PR) reviewed
• Upload to PyPI
• Update on conda following https://conda-forge.org/docs/maintainer/updating_pkgs.html