Machine Learning Algorithms From Scratch

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About this project

This project demonstrates how Machine Learning Algorithms can be implemented in C. These extensions have been built as C Extensions to Python, hence they have speed comparable to Python Packages like Scikit Learn.

Directory Structure

• ML_Algo ( contains all the modules and code for the ML algorithms )
  • Preprocessing ( constains extensions modules for data preprocessing )
• tests ( contains scripts for testing the designed algorithms )
  • Preprocessing ( contains unittests for preprocessing algorithms )
• setup.py ( setup file for installing the package )
• README.md

Installation Instructions

1. Install NumPy as it is a dependency
2. Clone this repo and cd to it
3. Run python setup.py build to build the module
4. Run python setup.py install to install it

Algorithms Implemented

• Preprocessing
  • MinMaxScaler
  • StandardScaler