Index

_

_alpha_loss_factory() (ordinalgbt.lgb.LGBMOrdinal static method) _fit() (ordinalgbt.lgb.LGBMOrdinal method) _hot_start() (ordinalgbt.lgb.LGBMOrdinal method) _initialise_objective() (ordinalgbt.lgb.LGBMOrdinal method)

_initialise_theta() (ordinalgbt.lgb.LGBMOrdinal method) _lgb_loss_factory() (ordinalgbt.lgb.LGBMOrdinal method) _optimise_alpha() (ordinalgbt.lgb.LGBMOrdinal method) _output_to_probability() (ordinalgbt.lgb.LGBMOrdinal method)

A

alpha2theta() (in module ordinalgbt.loss)

D

dec_clip_y_pred() (in module ordinalgbt.loss)

F

fit() (ordinalgbt.lgb.LGBMOrdinal method)

G

grad_sigmoid() (in module ordinalgbt.loss)

gradient_ordinal_logistic_nll() (in module ordinalgbt.loss)

H

hess_sigmoid() (in module ordinalgbt.loss)

hessian_ordinal_logistic_nll() (in module ordinalgbt.loss)

L

lgb_ordinal_loss() (in module ordinalgbt.loss)

LGBMOrdinal (class in ordinalgbt.lgb)

M

make_ordinal_classification() (in module ordinalgbt.data) module ordinalgbt ordinalgbt.data ordinalgbt.lgb ordinalgbt.loss

O

ordinal_logistic_nll() (in module ordinalgbt.loss) ordinalgbt module ordinalgbt.data module

ordinalgbt.lgb module ordinalgbt.loss module

P

predict() (ordinalgbt.lgb.LGBMOrdinal method)

predict_proba() (ordinalgbt.lgb.LGBMOrdinal method) probas_from_y_pred() (in module ordinalgbt.loss)

S

sigmoid() (in module ordinalgbt.loss)

simplest_case() (in module ordinalgbt.data) stack_zeros_ones() (in module ordinalgbt.loss)

T

theta2alpha() (in module ordinalgbt.loss)