Members
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pyprobml ★ PINNED
Python code for "Probabilistic Machine learning" book by Kevin Murphy
Jupyter Notebook ★ 7.1k 3mo agoExplain → -
pml-book ★ PINNED
"Probabilistic Machine Learning" - a book series by Kevin Murphy
Jupyter Notebook ★ 5.6k 6mo agoExplain → -
pmtk3
Probabilistic Modeling Toolkit for Matlab/Octave.
HTML ★ 1.6k 5y agoExplain → -
pml2-book
Probabilistic Machine Learning: Advanced Topics
★ 1.5k 27d agoExplain → -
dynamax
A Python package for probabilistic state space modeling with JAX
Python ★ 974 8d agoExplain → -
sts-jax
Structural Time Series in JAX
Jupyter Notebook ★ 216 2y agoExplain → -
ssm-book
Interactive textbook on state-space models
Jupyter Notebook ★ 210 2y agoExplain → -
probml-notebooks ▣
Notebooks for "Probabilistic Machine Learning" book
Jupyter Notebook ★ 203 4y agoExplain → -
bandits
Bayesian Bandits
Jupyter Notebook ★ 71 2y agoExplain → -
rebayes
Recursive Bayesian Estimation (Sequential / Online Inference)
Jupyter Notebook ★ 64 2y agoExplain → -
pmtksupport
Various packages used by PMTK.
MATLAB ★ 57 6y agoExplain → -
pmtkdata
A collection of MATLAB data sets used by PMTK.
Matlab ★ 57 12y agoExplain → -
JSL ▣
Jax SSM Library
Python ★ 48 3y agoExplain → -
jprobml
Julia code for Probabilistic Machine Learning
Julia ★ 38 6y agoExplain → -
probml-utils
Utilities for probabilistic ML
Python ★ 37 2y agoExplain → -
probml-data
Datasets associated with pyprobml
Jupyter Notebook ★ 20 3y agoExplain → -
pgm-jax
Probabilistic Graphical Models in JAX
Jupyter Notebook ★ 17 3y agoExplain → -
pmtk1
A probabilistic modeling toolkit for Matlab/Octave. (Deprecated/old version.)
Matlab ★ 9 12y agoExplain → -
shift-happens
Research code for ML with distribution shift
Jupyter Notebook ★ 8 3y agoExplain → -
superimport
Simple package to lookup missing packages and autoinstall them.
Python ★ 7 4y agoExplain → -
sequential-neural-testbed
Sequential neural testbed
Jupyter Notebook ★ 7 3y agoExplain → -
shifty
Distribution Shift
Jupyter Notebook ★ 6 3y agoExplain → -
probml.github.io
No description.
HTML ★ 5 3y agoExplain → -
colab_powertoys
A set of python functions that enhances your experience with Google's Colab (Not a Google Project)
Python ★ 5 5y agoExplain → -
covid19
Covid19 modeling experiments
Jupyter Notebook ★ 5 5y agoExplain → -
chest_xray_kaggle
derived from https://www.kaggle.com/datasets/paultimothymooney/chest-xray-pneumonia
★ 4 3y agoExplain → -
pmtk2
A probabilistic modeling toolkit for Matlab/Octave. (Deprecated/old version.)
Matlab ★ 4 12y agoExplain → -
deimport
No description.
Python ★ 4 4y agoExplain → -
bic
No description.
Python ★ 1 4y agoExplain → -
Rstuff
Repo for random R code
★ 0 2y agoExplain →
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