ScratchML

A python package with implementations of Machine Learning algorithms from scratch.

Contents

• Algorithms Implemented
• Installing

Algorithms Implemented:

Regression:

1. Simple Linear Regression (scratchml.regression.SimpleLinearRegression)
2. Multiple Linear Regression (scratchml.regression.MultipleLinearRegression)

Classification:

1. Logistic Regression (scratchml.classification.LogisticRegression)
2. Support Vector Machine (scratchml.classification.SVM)
3. K-Nearest Neighbors (scratchml.classification.KNN)

Clustering:

1. KMeans Clustering (scratchml.clustering.KMeans)
2. KMedoids Clustering (scratchml.clustering.KMedoids)

Neural Networks:

1. Perceptron (scratchml.nn.Perceptron)

Installing:

The project is available as a package on PyPI - ScratchML

To install it using pip: pip install scratchml