Probabilistic machine learning
Material to accompany the book "Machine Learning: A Probabilistic Perspective" (Software, Data, Exercises, Figures, etc)
Repositories
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pml-book
"Probabilistic Machine Learning" - a book series by Kevin Murphy
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pyprobml
Python code for "Machine learning: a probabilistic perspective" (2nd edition)
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pmtk3
Probabilistic Modeling Toolkit for Matlab/Octave.
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covid19
Covid19 modeling experiments
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jprobml
Julia code for Probabilistic Machine Learning
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pmtksupport
Various packages used by PMTK.
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pmtkdata
A collection of MATLAB data sets used by PMTK.
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pmtk2
A probabilistic modeling toolkit for Matlab/Octave. (Deprecated/old version.)
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pmtk1
A probabilistic modeling toolkit for Matlab/Octave. (Deprecated/old version.)