Probabilistic machine learning

Repositories

• pyprobml

  Python code for "Machine learning: a probabilistic perspective" (2nd edition)
  Jupyter Notebook MIT 617 2,209 4 1 Updated Jan 2, 2021

• pml-book

  "Probabilistic Machine Learning" - a book series by Kevin Murphy
  HTML MIT 22 241 7 0 Updated Jan 1, 2021

• pmtk3

  Probabilistic Modeling Toolkit for Matlab/Octave.
  HTML MIT 766 1,423 87 4 Updated Dec 22, 2020

• covid19

  Covid19 modeling experiments
  Jupyter Notebook MIT 0 1 0 0 Updated Nov 12, 2020

• jprobml

  Julia code for Probabilistic Machine Learning
  Julia 3 19 0 0 Updated Apr 16, 2020

• pmtksupport

  Various packages used by PMTK.
  MATLAB 63 43 1 0 Updated Aug 25, 2019

• pmtkdata

  A collection of MATLAB data sets used by PMTK.
  MATLAB 68 49 0 0 Updated Jan 7, 2014

• pmtk2

  A probabilistic modeling toolkit for Matlab/Octave. (Deprecated/old version.)
  MATLAB 6 1 0 0 Updated Jan 3, 2014

• pmtk1

  A probabilistic modeling toolkit for Matlab/Octave. (Deprecated/old version.)
  MATLAB 7 4 0 0 Updated Jan 4, 2014