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  1. Deep universal probabilistic programming with Python and PyTorch
    Python 9k 1k
  2. Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
    Python 2.7k 287
  3. Statistical Rethinking (2nd ed.) with NumPyro
    Jupyter Notebook 470 83
  4. Functional tensors for probabilistic programming
    Python 249 24
  5. Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
    Python 35.9k 3.6k
  6. Inference Combinators in JAX
    Jupyter Notebook 53 3