Python libraries

A non-exhaustive list of libraries to use in Python.

Data analytics and machine learning

Analytics tools:

• pandas
• Polars
• Matplotlib

Numerical computing:

• NumPy
• SciPy

Machine learning:

• TensorFlow
• PyTorch
• Keras
• scikit-learn

Natural language processing:

• NLTK
• spaCy
• Gensim
• Textblob

Software development

Web development:

• Django
• Flask

Unit testing:

• Pytest
  • cocotb

Scientific computing

• scikit-image (for image processing)
• Pillow