Package model_descriptions

This package includes model descriptions such as linear or full gradients.

Submodules

model_descriptions.full_gradient: This module contains non incremental (batch or full gradient) functions.
model_descriptions.least_squares_ball: This module contains ell2 ball constraint avg function.
model_descriptions.linear_gradients: This module contains functions for linear gradients
model_descriptions.logit_l1_sparse_split: This module contains functions for logit l1 calculation