Projects by 0xHadyy

isl-python

0xhadyy/isl-python

Documenting my study of" An Introduction to Statistical Learning with Python " book - theory, code, exercises, notes and my progress all the way through

LogisticLearn

0xhadyy/logisticlearn

Logistic Regression from Scratch - NumPy implementation with L1 and L2 ,cross-validation, Grid-Search, and sklearn benchmarks. Complete math derivations + code

Linear-Regression-Scratch

0xhadyy/linear-regression-scratch

A detailed Linear Regression implementation from scratch with only NumPy - fully documented covering all the theory, math and code