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smsharma / deep-prob-prog-tutorials

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

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mcmcpplprobabilistic-programmingtutorialtutorialsvariational-inferencejaxnumpyropyro

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

mcmcpplprobabilistic-programmingtutorialtutorialsvariational-inferencejaxnumpyropyro

License:MIT License

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Language:Jupyter Notebook 100.0%