Python Resources

Python official documentation

Libraries

General purpose

Dependency management:

• uv
• Poetry

Plots:

• Matplotlib
• Plotly
• Seaborn
• Altair

APIs:

• Django
• FastAPI
• Flask

Time series:

• Darts
• sktime
• Merlion (Salesforce)
• Kats (Facebook)
• Greykite (LinkedIn)
• PyEMMA
• Deeptime
• statsmodels: built-in ARIMA, STL…

Data processing:

• Pandas
• Polars
• Ibis
• dbt
• PySpark

Dashboards:

• Dash
• Streamlit
  • Streamlit Authenticator

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

AI-related

Machine learning:

• scikit-learn

Deep learning:

• PyTorch
• Keras
• TensorFlow

Hyperparameter tuning:

• Ray Tune
• Katib
• Optuna
• TensorBoard

Books

• Fluent Python
• Clean Architectures in Python
• Architecture Patterns with Python
• High Performance Python
• CPython Internals
• Python Distilled

Websites

• Pydon’ts