Projects

Updated 6 months ago

prob-epi • Rank 7.1 • Science 67%

Course materials of "Bayesian Modelling and Probabilistic Programming with Numpyro, and Deep Generative Surrogates for Epidemiology"

agent-based-modeling bayesian-inference deep-generative-modelling disease-transmission epidemiology gaussian-processes numpyro probabilistic-programming spatial-statistics surrogates

Updated 6 months ago

pyprobml • Rank 13.0 • Science 36%

Python code for "Probabilistic Machine learning" book by Kevin Murphy

blackjax colab flax jax jupyter-notebooks machine-learning numpyro pml probabilistic-programming pymc3 pyro pytorch tensorflow

Updated 6 months ago

astro-elisa • Science 44%

Efficient library for spectral analysis in high-energy astrophysics.

astronomy astrophysics elisa gamma-ray jax numpyro python spectral-analysis x-ray

ecosyste.ms

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Open Source Science

prob-epi • Rank 7.1 • Science 67%

pyprobml • Rank 13.0 • Science 36%

astro-elisa • Science 44%