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  1. Deep universal probabilistic programming with Python and PyTorch

    Python 6.4k 764

  2. Statistical Rethinking with PyTorch and Pyro

    Jupyter Notebook 101 21

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

    Python 637 50

  4. Statistical Rethinking (2nd ed.) with NumPyro

    Jupyter Notebook 145 14

  5. Functional tensors for probabilistic programming

    Python 130 13

  6. kaggle competition:

    Jupyter Notebook 14 7

1,045 contributions in the last year

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Activity overview
Contributed to pyro-ppl/numpyro, pyro-ppl/pyro, fehiepsi/rethinking-numpyro and 5 other repositories

Contribution activity

August 2020

Created an issue in RMichae1/PyroStudies that received 4 comments

update for NumPyro 0.3

I just jump across your post. It is awesome!! Just an update: in NumPyro 0.3, the functionality of numpyro.param has been removed. The block if target


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