0xPrateek/ML-Algorithms

Python 3 implementations of some of the fundamental Machine Learning models and algorithms from scratch.

Machine Learning Algorithms

About

Python 3 implementations of some of the fundamental Machine Learning models and algorithms from scratch.
The purpose of this project is to implement all Machine learning algorithms in different programming languages and curate it at one place.We will add new algorithms frequently.

Table of Contents

• About
• Table of Contents
• Installation
• Implementation
  • Supervised Learning
    
    • Linear Regression
    • Decision Tree (Split Algorithm - Id3)
    • Random Forest Algorithm
    • Logistic Regression
  • Neural Networks
    
    • MultiClass Image Classification using keras
    • FCN for Image classification using keras

Installation

 $ git clone https://github.com/0xPrateek/ML-Algorithms
 & cd ML-Algorithms
 $ pip install -r requirements.txt

Contributing

Any and all contributions, issues, features and tips are welcome.

👍 Do check my other repositories 🚀.

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