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PRML algorithms implemented in Python

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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)

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PRML algorithms implemented in Python

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  • Jupyter Notebook 93.2%
  • Python 6.8%