ML-Algorithms

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

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# Machine Learning Algorithms
### About
Python 3 implementations of some of the fundamental Machine Learning models and algorithms from scratch.<br/>
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](https://github.com/0xprateek/ML-Algorithms#About)  
   * [Table of Contents](https://github.com/0xprateek/ML-Algorithms#Table-of-Contents)  
   * [Installation](https://github.com/0xprateek/ML-Algorithms#Installation)  
   * Implementation
        * Supervised Learning <br/>
           * [ Linear Regression](https://github.com/0xPrateek/ML-Algorithms/blob/master/Algorithms/Linear%20Regression/LinearRegression.py)
           * [ Decision Tree (Split Algorithm - Id3)](https://github.com/0xPrateek/ML-Algorithms/blob/master/Algorithms/Decision%20Tree/Decision%20Tree%20using%20ID3.py)
           * [ Random Forest Algorithm ](https://github.com/0xPrateek/ML-Algorithms/blob/master/Algorithms/Random%20Forest/Random%20Forest.py)
           * [Logistic Regression](https://github.com/0xPrateek/ML-Algorithms/blob/master/Algorithms/Logistic%20Regression/LogisticRegression.py)
        * Neural Networks <br/>
           * [MultiClass Image Classification using keras](https://www.kaggle.com/prateek0x/multiclass-image-classification-using-keras)
           * [FCN for Image classification using keras](https://www.kaggle.com/prateek0x/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.

:+1: Do check my other :octocat: repositories :rocket:.

Want to have a conversation in private? Hit me up on [Twitter](https://twitter.com/prateekis1), inbox is open :)

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