[Release] Update 0.3.1

[skim0119]

Release Checklist for Version Update PR

• Merge (and push) update-dependencies branch
• Final check README and CONTRIBUTING.
• Bump LICENSE year (If needed)
• Bump version (pyproject.toml)
• Check poetry.lock version match with pyproject.toml
• Move all the pending PR to next version

Test

• Run the tests
• Run the formatting
• CI Check

make test

Build / Installation

• Check if local installation can be done.

conda create --name temp
conda activate temp
conda install python==<version>
which pip
make poetry-download
make install

Documentation and Website

• Check all documentations are updated

- BEYOND THIS, EACH STEP SHOULD BE DONE IN SERIAL (STEP_BY_STEPS). -

Last Edit

• Rebase the commit history (should be done by only one person) before the PR. (Not required)

Update

1. Merge the branch to main
2. Release on github. It should automatically upload pypi

Post-release Checklist

• Update RELEASE.md - It should be in based on milestone description.
• Commit the changes:

git add RELEASE.md
git commit -m "Changelog for upcoming release <version>"

Final Check

• Test that it pip installs
• Check the PyPI listing page to make sure that the README, release notes, and roadmap display properly.
• Edit the release-page on GitHub. Paste the release notes with a title for the release.
• Check Codcov and make sure they are running.