Machine Learning Algorithms

This repository contains a collection of Machine Learning algorithms implemented in Python programming language. Each algorithm is organized in its own directory, providing detailed explanations and code examples.

Algorithms implemented

• k-Nearest Neighbors
• Linear Regression
• Logistic Regression

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Installation and usage.

This project has 3 dependencies.

• numpy for the maths implementation and writing the algorithms
• Scikit-learn for the data generation and testing.
• Pandas for loading data

You can install these dependencies using

$ pip install -r requirements.txt

NOTE: Only numpy is used for the implementations.