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1.6k

6.7k

mit

195

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

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

Created 2016-08-17

3,040 commits to master branch, last one 3 months ago

8

66

unknown

3

Fully and Partially Bayesian Neural Nets

jax flax numpyro bayesian-neural-networks probabilistic-machine-learning

Created 2024-03-26

517 commits to main branch, last one 8 days ago

24

60

mit

6

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

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

Created 2024-01-27

327 commits to main branch, last one 23 days ago

7

53

unlicense

1

Bayesian Learning and Neural Networks (jupyter book sources)

numpyro pytorch deep-learning bayesian-models neural-networks approximate-bayesian-inference

Created 2019-07-19

191 commits to main branch, last one about a year ago

4

43

apache-2.0

2

A multiverse of Prophet models for timeseries

sktime numpyro prophet timeseries-forecasting hierarchical-time-series

Created 2024-03-24

498 commits to main branch, last one 9 days ago