Yet Another Machine Learning Library

Some machine learning algorithms implementation in Python and Numpy

Modules

Linear methods (module linear)

Linear regression

linear_regression.py contains LinearRegression class - an implementation of linear regression model with L1 and L2 regulatization

Features space (module features)

Polynomial features

polynomial_features.py contains PolynomialFeatures static class which allows to expand basis to polynomial features for use in linear models