/ISLR_Python

Statistical Methods for Machine Learning in Python

Primary LanguageJupyter Notebook

ISLR_Python

Statistical Learning in Python using scikit-learn, pandas, scipy, numpy and plotting in matplotlib.

Parallel Processing using Multiprocessing where applicable.

Problem statements from

Book: An Introduction to Statistical Learning with Applications in R, Gareth James, Daniela Witten, Trevor Hastie and Robert Tibshirani

Datasets downloaded from https://www-bcf.usc.edu/~gareth/ISL/ and converted to csv.

Bootstrap

QDA

QDA

kfold