Merge pull request #2 from quantumKaz/convention

refactor convention

Update README.md to highlight bonus material and contribution guidelines

Badge url updates

update badges

update badges

update readme badges

feat: Add pixi environment

note about google colab

Update README.md

Fixing small typo in package description of the pyproject.toml file

Uv workflow improvements

reduce redundancies

Add performance comparison

formatting