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Algorithms from the book "Elements of Statistical Learning", implemented in Python

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47506b0 · Mar 29, 2015

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ESL

Algorithms from the book "Elements of Statistical Learning", implemented in Python.

Most algorithms are implemented in a very inefficient manner as the goal is to aim for maximum readability. I've tried to make the code be easy to follow and figure out what it is doing. I hope you like it.

Required packages

You need to have following packages installed on your system to run these examples:

  • numpy
  • pandas

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Algorithms from the book "Elements of Statistical Learning", implemented in Python

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