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@google @conda-forge @arviz-devs @AM2-Lab @IllinoisTechServicesSRTILab @pyro-ppl @googlers
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  1. pyro-ppl/pyro pyro-ppl/pyro Public

    Deep universal probabilistic programming with Python and PyTorch

    Python 8.4k 984

  2. pyro-ppl/numpyro pyro-ppl/numpyro Public

    Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.

    Python 2k 219

  3. rethinking-numpyro rethinking-numpyro Public

    Statistical Rethinking (2nd ed.) with NumPyro

    Jupyter Notebook 427 71

  4. pyro-ppl/funsor pyro-ppl/funsor Public

    Functional tensors for probabilistic programming

    Python 232 20

  5. google/jax google/jax Public

    Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

    Python 28k 2.6k

  6. jax-ml/coix jax-ml/coix Public

    Inference Combinators in JAX

    Jupyter Notebook 38 2