Linear Models

The jasmine.linear_model module provides linear, ridge, lasso, and logistic regression models.

Classes

LinearRegression([use_bias, learning_rate, ...])

Linear regression trained with gradient descent.

LogisticRegression([use_bias, ...])

Binary logistic regression trained with gradient descent.

Ridge([alpha, use_bias, learning_rate, ...])

Linear regression with L2 regularization.

Lasso([alpha, use_bias, learning_rate, ...])

Linear regression with L1 regularization.