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Kevin P Murphy murphyk

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probml/pyprobml Public

Python code for "Machine learning: a probabilistic perspective" (2nd edition)

Python 4.3k 993

1,413 contributions in the last year

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Contribution activity

February 2022

Created 23 commits in 4 repositories

Created an issue in janosh/awesome-normalizing-flows that received 2 comments

List stuff in reverse chronological order (newest to oldest)

Hi! This page is awesome (hence the name :) However it would be even more useful if you listed things (especially code) newest first, instead of ol…

2 comments

Opened 27 other issues in 5 repositories

probml/pyprobml 12 open

implement Bayesian Online Changepoint Detection in JAX Feb 17
implement deep kalman filter in JSL Feb 16
add backwards sampling to kalman_smoother code Feb 16
implement blocked gibbs sampling for Bayesian inference in linear Gaussian SSM using JSL Feb 16
implement causal impact using JSL Feb 16
Make a JAX GAN demo in Colab Feb 16
make pedagogical JAX EBM demos Feb 16
update score matching JAX demo Feb 16
make some JAX normalizing flows demos Feb 16
implement hierarchical Gaussian filter Feb 12
2d blind deconvolution with PGMs Feb 12
tackle JSL issues Feb 8

lindermanlab/ssm-jax-refactor 4 open 2 closed

probml/JSL 4 closed 1 open

vicariousinc/PGMax 3 open

add support for Gaussian factors/messages Feb 12
add example of learning a directed graphical model Feb 12
Request for 2d blind deconvolution example Feb 12

probml/pml-book 1 open

fixes up to 2022-02-07 Feb 8