Probabilistic machine learning

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

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

Jupyter Notebook 4,693 MIT 1,086 28 0 Updated Apr 30, 2022
probml-notebooks Public
Notebooks for "Probabilistic Machine Learning" book

Jupyter Notebook 184 MIT 60 1 1 Updated Apr 30, 2022
pml-book Public
"Probabilistic Machine Learning" - a book series by Kevin Murphy

Jupyter Notebook 3,113 MIT 390 6 0 Updated Apr 30, 2022
ssm-jax Public
State Space Models library in JAX

Python 1 MIT 2 0 2 Updated Apr 30, 2022
JSL Public
Jax SSM Library

Jupyter Notebook 36 MIT 11 9 (1 issue needs help) 0 Updated Apr 29, 2022
pml2-book Public
Probabilistic Machine Learning: Advanced Topics

118 MIT 5 8 0 Updated Apr 29, 2022
probml-utils Public
Utilities for probabilistic ML

Python 5 MIT 1 0 1 Updated Apr 29, 2022
pgm-jax Public
Probabilistic Graphical Models in JAX

Jupyter Notebook 2 MIT 2 0 0 Updated Apr 27, 2022
sequential-learning Public
Sequential (online) learning in JAX

Python 1 MIT 0 1 0 Updated Apr 27, 2022
shift-happens Public
Research code for ML with distribution shift

Jupyter Notebook 5 MIT 2 0 0 Updated Apr 25, 2022

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