What #Python packages, big or small, do you get the most value from? 🐍🤔
I'm thinking primarily of third-party packages from PyPI, but standard library modules count too.
- #Data: pandas & pandas-profiling
- Data validation: pandera
- Creating test data: Faker
- #ML: scikit-learn & xgboost
- Time series forecasting: prophet
- #NLP: spaCy
- #DataViz:, matplotlib & seaborn, plotly (express), altair, YellowBrick & dtreeviz for sklearn
- API: FastAPI
- UI: streamlit
- Utilities: pathlib, tqdm, line_profiler
- For pre-commit: mypy, black, pylint, isort, vulture, bandit, safety
Nice choices! 😊
Need to investigate new-to-me pandera
