Probabilistic machine learning

pyprobml

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

pml-book

"Probabilistic Machine Learning" - a book series by Kevin Murphy

pmtk3

Probabilistic Modeling Toolkit for Matlab/Octave.

pml2-book

Probabilistic Machine Learning: Advanced Topics

dynamax

State Space Models library in JAX

probml-notebooks

Notebooks for "Probabilistic Machine Learning" book

sts-jax

Structural Time Series in JAX

ssm-book

Interactive textbook on state-space models

bandits

Bayesian Bandits

pmtkdata

A collection of MATLAB data sets used by PMTK.

pmtksupport

Various packages used by PMTK.

JSL

Jax SSM Library

rebayes

Recursive Bayesian Estimation (Sequential / Online Inference)

jprobml

Julia code for Probabilistic Machine Learning

probml-utils

Utilities for probabilistic ML

probml-data

Datasets associated with pyprobml

pgm-jax

Probabilistic Graphical Models in JAX

shift-happens

Research code for ML with distribution shift

sequential-neural-testbed

Sequential neural testbed

superimport

Simple package to lookup missing packages and autoinstall them.

shifty

Distribution Shift

colab_powertoys

A set of python functions that enhances your experience with Google's Colab (Not a Google Project)

covid19

Covid19 modeling experiments

deimport

pmtk2

A probabilistic modeling toolkit for Matlab/Octave. (Deprecated/old version.)

probml.github.io

chest_xray_kaggle

derived from https://www.kaggle.com/datasets/paultimothymooney/chest-xray-pneumonia

SGMCMCJax

Lightweight library of stochastic gradient MCMC algorithms written in JAX.

bic

Rstuff

Repo for random R code