Python packages

These packages are relevant to the book:

  • NumPy
    • multidimensional arrays & computational maths
  • Scikit-learn
    • machine learning toolkit
  • JAX
    • numerics on tensors and automatic differentiation
  • PyTorch
    • tensor library for deep learning
  • TensorFlow
    • framework for building ML pipelines (?)
  • PyMC
    • probabilistic programming MCMC etc