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Tutorials for the 2022 IAIFI Summer School, covering (deep) probabilistic programming with Jax and NumPyro.

License: MIT License

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mcmc ppl probabilistic-programming tutorial tutorials variational-inference jax numpyro pyro

deep-prob-prog-tutorials's Introduction

IAIFI Summer School Tutorials

Tutorials for the 2022 IAIFI Summer School.

  • Tutorial 1: Connecting theory and observations: An introduction to probabilistic modeling with Jax and NumPyro Open In Colab
  • Tutorial 2: An introduction to deep probabilistic programming Open In Colab

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