showml 1.0.0

A Python package of Machine Learning Algorithms implemented from scratch

ShowML

Show the ML Code!

A Python package of Machine Learning Algorithms implemented from scratch.

The aim of this package is to present the working behind fundamental Machine Learning algorithms in a transparent and modular way.

NOTE: The implementations of these algorithms are not thoroughly optimized for high computationally efficiency

Installation

To install the package

$ pip install showml

To clone the repository and view the source files

$ git clone https://github.com/hasnainroopawalla/ShowML.git
$ cd ShowML
$ pip install -r requirements.txt

Contents

Algorithms

• Linear Regression (showml.supervised.regression.LinearRegression)

Optimizers

• Batch Gradient Descent (showml.optimizers.gradient.BatchGradientDescent)

Loss Functions

• Mean Squared Error (showml.losses.loss_functions.MeanSquareError)