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pyro-ppl

Pyro - Deep Universal Probabilistic Programming

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  1. pyro pyro Public

    Deep universal probabilistic programming with Python and PyTorch

    Python 9k 1k

  2. numpyro numpyro Public

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

    Python 2.7k 298

  3. funsor funsor Public

    Functional tensors for probabilistic programming

    Python 250 25

  4. pyroed pyroed Public

    Bayesian optimization of discrete sequences

    Python 22 1

  5. Pyro-M5-Starter-Kit Pyro-M5-Starter-Kit Public

    Learn Pyro through the M5 forecasting competition

    Python 88 10

  6. brmp brmp Public

    Bayesian Regression Models in Pyro

    Jupyter Notebook 75 8

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