🧠Machine Learning Algorithms — From Scratch

A modular collection of machine learning algorithms implemented from scratch in Python.
This repository is focused on understanding how algorithms work internally, from the underlying math to code implementation — without using high-level ML libraries like scikit-learn.

---

📚 Overview

🧩 Supervised Learning

Category	Algorithms
Regression	Linear Regression · Locally Weighted Regression · Regularization (L1/L2) · Normal Equation
Classification	Logistic Regression · Binary Classifier · Regularization

🌀 Unsupervised Learning

Category	Algorithms
Clustering	K-Means · DBSCAN
Dimensionality Reduction	PCA (Principal Component Analysis)

---