`fit` function ---------------- .. autofunction:: l0learn.fit `cvfit` function ---------------- .. autofunction:: l0learn.cvfit FitModels --------- .. autoclass:: l0learn.models.FitModel CVFitModels ----------- .. autoclass:: l0learn.models.CVFitModel Generating Functions -------------------- .. autofunction:: l0learn.models.gen_synthetic .. autofunction:: l0learn.models.gen_synthetic_high_corr .. autofunction:: l0learn.models.gen_synthetic_logistic Scoring Functions -------------------- These functions are called by :py:meth:`l0learn.models.FitModel.score` and :py:meth:`l0learn.models.CVFitModel.score`. .. autofunction:: l0learn.models.regularization_loss .. autofunction:: l0learn.models.squared_error .. autofunction:: l0learn.models.logistic_loss .. autofunction:: l0learn.models.squared_hinge_loss