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PRML algorithms implemented in Python
Jupyter Notebook Python
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Latest commit 63499ff Mar 7, 2020

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docs nojekyll May 28, 2019
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test new nn module Apr 16, 2019
.gitignore ignores .vscode Sep 21, 2017
LICENSE Create LICENSE Apr 14, 2018
README.md edited Jul 3, 2017
setup.py fixed Oct 25, 2017

README.md

PRML

Python codes implementing algorithms described in Bishop's book "Pattern Recognition and Machine Learning"

Required Packages

  • python 3
  • numpy
  • scipy
  • jupyter (optional: to run jupyter notebooks)
  • matplotlib (optional: to plot results in the notebooks)
  • sklearn (optional: to fetch data)

Notebooks

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