Logistic-Regression-from-Scratch

We implement logistic regression from scratch using Julia

Files in this repo -

.mat - These files contain datasets used in this project
Logistic Regression.ipynb - This is a Jupyter Notebook containing all the code for this project
Logistic Regression Paper.pdf - Paper with background on logistic regression. Highly recommended to this beforehand

Introduction

This repo will outline all the code that is used to implement logistic regression from scratch

Binary classification -

One VS All Classification -

PCA Visualizations -

Name		Name	Last commit message	Last commit date
Latest commit History 23 Commits
images		images
Hand Written Digits.mat		Hand Written Digits.mat
Logistic Regression.ipynb		Logistic Regression.ipynb
Logstic Regression Paper.pdf		Logstic Regression Paper.pdf
README.md		README.md
binary.mat		binary.mat