Machine-Learning

This repository is a collection of various machine learning algorithms.

Algorithms included in repository

• Principal Components Analysis (PCA)
• Kernel Principal Components Analysis (KPCA)
• Linear Discriminant Analysis (LDA)
• K Nearest Neighbours (KNN)
• K Means Clustering
• DBSCAN
• Multilayer Perceptron

Prerequisites

Install Python

You must have python installed on you machine (Dont install 3.12)

Install Dependencies

Before you install the required dependencies you may want to create a virtual enviroment, this can be done by running python -m venv venv in your console. To activate your enviroment if you are on windows run venv\scripts\activate, if you are on mac/linux run venv\bin\activate

To install the dependences run pip install -r requirements.txt