ML Algorithms

Implementations of classical machine learning algorithms written with Pandas and NumPy

Classes:

• LinearRegression—a class for working with a machine learning model—linear regression;
• LogisticRegression-a class for working with a machine learning model—logistic regression;
• ...

Classes description:

• LinearRegression: model training, forecasting using a model, choosing a loss function (mse), choosing a metric (mae, rmse, r2, mape, mse), using regularization (l1, l2, elasticnet), choosing the learning rate (function, int), sgd (``), choice random_state;
• LogisticRegression: ...