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theelementsofstatisticallearning
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theelementsofstatisticallearning

The Elements of Statistical Learning [pdf]
This collection of Jupyter notebooks that reproduces graphics and implements algorithms from the book could be a nice supplementary resource https://github.com/maitbayev/theelementsofstatisticallea...
What are some alternatives?
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ISLpython  Porting the R code in ISL to python. Labs and exercises
wordlesolver  For educational purposes, a simple script that assists in solving the word game Wordle.
ISLR  Introduction to Statistical Learning
rmi  A learned index structure
PyImpetus  PyImpetus is a Markov Blanket based feature subset selection algorithm that considers features both separately and together as a group in order to provide not just the best set of features but also the best combination of features
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PythonRobotics  Python sample codes for robotics algorithms.
CFDPython  A sequence of Jupyter notebooks featuring the "12 Steps to NavierStokes" http://lorenabarba.com/
rakujupyterkernel  Raku Kernel for Jupyter/IPython notebooks
AlgorithmicTrading  This repository contains three ways to obtain arbitrage which are Dual Listing, Options and Statistical Arbitrage. These are projects in collaboration with Optiver and have been peerreviewed by staff members of Optiver.
Sharing_ISL_python  An Introduction to Statistical Learning with Applications in PYTHON