ML-Algorithms-Implementation

Description

This repository contains implementations of classical machine learning algorithms. The implementations are categorized as follows:

• From Scratch: Algorithms implemented using NumPy, based on lab sessions for the IE 7300 Statistical Learning for Engineering course.
• Using Scikit-Learn: Algorithms implemented using the scikit-learn library, for practice and exploration of various machine learning techniques and applications.

Repository Structure

• data: Contains datasets used for the implementations.
• notebooks
  • from-scratch: Jupyter notebooks with algorithms implemented from scratch using NumPy.
  • scikit-learn: Jupyter notebooks with algorithms implemented using the scikit-learn library.