ScratchML

About

Python implemenatation of fundamental Machine Learning models and algorithm from scratch using Numpy and Scipy.

Implemented Algorithms

Supervised Learning

KNNClassifier
- KNNClassifier
- KNNRegressor
NaiveBayes
- GaussianNB
- CategoricalNB
LinearModel
- LogisticRegression
- LinearRegression
- SVM
Decision Tree

Unsupervised Learning

Preprocessing

Metrics