Probabilistic machine learning

Material to accompany my book series "Probabilistic Machine Learning" (Software, Data, Exercises, Figures, etc)

ssm-jax Public
State Space Models library in JAX

Jupyter Notebook 46 MIT 8 45 9 Updated Oct 16, 2022
shifty Public
Distribution Shift

Jupyter Notebook 2 0 0 0 Updated Oct 15, 2022
pml-book Public
"Probabilistic Machine Learning" - a book series by Kevin Murphy

Jupyter Notebook 3,574 MIT 446 38 0 Updated Oct 15, 2022
pyprobml Public
Python code for "Probabilistic Machine learning" book by Kevin Murphy

Jupyter Notebook 5,151 MIT 1,226 33 0 Updated Oct 14, 2022
pgm-jax Public
Probabilistic Graphical Models in JAX

Jupyter Notebook 6 MIT 2 0 0 Updated Oct 11, 2022
chest_xray_kaggle Public
derived from https://www.kaggle.com/datasets/paultimothymooney/chest-xray-pneumonia

0 CC0-1.0 0 0 0 Updated Sep 30, 2022
shift-happens Public
Research code for ML with distribution shift

Jupyter Notebook 6 MIT 3 0 0 Updated Sep 26, 2022
JSL Public
Jax SSM Library

Python 49 MIT 14 10 (1 issue needs help) 0 Updated Sep 16, 2022
probml.github.io Public

HTML 1 MIT 2 0 0 Updated Sep 10, 2022
pml2-book Public
Probabilistic Machine Learning: Advanced Topics

903 MIT 91 33 0 Updated Aug 15, 2022

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