Python Resources
Python official documentation
Libraries
General purpose
Dependency management:
Plots:
APIs:
Time series:
- Darts
- sktime
- Merlion (Salesforce)
- Kats (Facebook)
- Greykite (LinkedIn)
- PyEMMA
- Deeptime
- statsmodels: built-in ARIMA, STL…
Data processing:
Dashboards:
Other:
- httpx
- Pydantic
- Quarto
- AutoGluon
- mypy: Static typing
- nbQA: quality assurance
- Flake8: style guide enforcement
- Poetry: dependency management
- Joblib: running pipelines, memory management
- decimal
- Pendulum
- PyPDF
- Icecream: debugging
- Loguru
- Rich: rich output to terminal
- Argparse
- Tqdm
- Xarray
- Result
- Sqlmodel
- SQLAlchemy
- BeautifulSoup
- SymPy
- Cookiecutter
- Pickle
- Pygame
- Missingno
- Jinja2
- Watchdog: file system changes
- Returns
- Numerizer
- Box
- pipe
- Nicegui
- Screenshot-to-code
Books
- Fluent Python
- Clean Architectures in Python
- Architecture Patterns with Python
- High Performance Python
- CPython Internals
- Python Distilled