jasmine.linear_model.Lasso

class jasmine.linear_model.Lasso(alpha=1.0, use_bias=True, learning_rate=0.01, n_epochs=1000, loss_function=<PjitFunction of <function mse_loss>>, optimizer=None)

Linear regression with L1 regularization.

__init__(alpha=1.0, use_bias=True, learning_rate=0.01, n_epochs=1000, loss_function=<PjitFunction of <function mse_loss>>, optimizer=None)