@probml

Probabilistic machine learning

Material to accompany the book "Machine Learning: A Probabilistic Perspective" (Software, Data, Exercises, Figures, etc)

  • Probabilistic Modeling Toolkit for Matlab/Octave.

    HTML 1,185 671 MIT Updated Nov 3, 2018
  • Python code for "Machine learning: a probabilistic perspective"

    Jupyter Notebook 486 223 MIT Updated Oct 28, 2018
  • Exercises for the book "Machine learning: a probabilistic perspective"

    10 6 MIT Updated Feb 3, 2018
  • daft

    Forked from dfm/daft

    Render some probabilistic graphical models using matplotlib

    Python 5 89 MIT Updated Jan 23, 2017
  • A collection of MATLAB data sets used by PMTK.

    Matlab 41 52 Updated Jan 7, 2014
  • Various packages used by PMTK.

    Matlab 35 49 Updated Jan 3, 2014
  • A probabilistic modeling toolkit for Matlab/Octave. (Deprecated/old version.)

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

    Matlab 4 7 Updated Jan 3, 2014