Index

_

__init__() (MRCpy.AMRC method) (MRCpy.BaseMRC method) (MRCpy.CMRC method) (MRCpy.DWGCS method) (MRCpy.LCMRC method) (MRCpy.LMRC method) (MRCpy.MRC method) (MRCpy.phi.BasePhi method) (MRCpy.phi.RandomFourierPhi method) (MRCpy.phi.RandomReLUPhi method) (MRCpy.phi.ThresholdPhi method) (MRCpy.pytorch.mgce.classifier.mgce_clf method) (MRCpy.pytorch.mgce.loss.mgce_loss method)

A

AMRC (class in MRCpy)

B

BaseMRC (class in MRCpy)

BasePhi (class in MRCpy.phi)

C

CMRC (class in MRCpy)

D

d_tree_split() (MRCpy.phi.ThresholdPhi method)

DWGCS (class in MRCpy) DWKMM() (MRCpy.DWGCS method)

E

error() (MRCpy.AMRC method) (MRCpy.BaseMRC method) (MRCpy.CMRC method) (MRCpy.DWGCS method) (MRCpy.LCMRC method) (MRCpy.LMRC method) (MRCpy.MRC method) est_exp() (MRCpy.phi.BasePhi method) (MRCpy.phi.RandomFourierPhi method) (MRCpy.phi.RandomReLUPhi method) (MRCpy.phi.ThresholdPhi method)

est_std() (MRCpy.phi.BasePhi method) (MRCpy.phi.RandomFourierPhi method) (MRCpy.phi.RandomReLUPhi method) (MRCpy.phi.ThresholdPhi method) eval_x() (MRCpy.phi.BasePhi method) (MRCpy.phi.RandomFourierPhi method) (MRCpy.phi.RandomReLUPhi method) (MRCpy.phi.ThresholdPhi method) eval_xy() (MRCpy.phi.BasePhi method) (MRCpy.phi.RandomFourierPhi method) (MRCpy.phi.RandomReLUPhi method) (MRCpy.phi.ThresholdPhi method)

F

fit() (MRCpy.AMRC method) (MRCpy.BaseMRC method) (MRCpy.CMRC method) (MRCpy.DWGCS method) (MRCpy.LCMRC method) (MRCpy.LMRC method) (MRCpy.MRC method) (MRCpy.phi.BasePhi method) (MRCpy.phi.RandomFourierPhi method) (MRCpy.phi.RandomReLUPhi method) (MRCpy.phi.ThresholdPhi method) (MRCpy.pytorch.mgce.classifier.mgce_clf method)

G

get_gradient() (MRCpy.pytorch.mgce.loss.mgce_loss method) get_loss_value() (MRCpy.pytorch.mgce.loss.mgce_loss method) get_lower_bound() (MRCpy.LMRC method) (MRCpy.MRC method) get_metadata_routing() (MRCpy.AMRC method) (MRCpy.BaseMRC method) (MRCpy.CMRC method) (MRCpy.DWGCS method) (MRCpy.LCMRC method) (MRCpy.LMRC method) (MRCpy.MRC method) get_params() (MRCpy.AMRC method) (MRCpy.BaseMRC method) (MRCpy.CMRC method) (MRCpy.DWGCS method) (MRCpy.LCMRC method) (MRCpy.LMRC method) (MRCpy.MRC method)

get_probs() (MRCpy.pytorch.mgce.loss.mgce_loss method) get_upper_bound() (MRCpy.AMRC method) (MRCpy.CMRC method) (MRCpy.DWGCS method) (MRCpy.LMRC method) (MRCpy.MRC method) get_upper_bound_accumulated() (MRCpy.AMRC method) get_worst_case_probs() (MRCpy.pytorch.mgce.classifier.mgce_clf method)

L

LCMRC (class in MRCpy)

LMRC (class in MRCpy)

M

mgce_clf (class in MRCpy.pytorch.mgce.classifier) mgce_loss (class in MRCpy.pytorch.mgce.loss) minimax_risk() (MRCpy.AMRC method) (MRCpy.BaseMRC method) (MRCpy.CMRC method) (MRCpy.DWGCS method) (MRCpy.LCMRC method) (MRCpy.LMRC method) (MRCpy.MRC method)

MRC (class in MRCpy)

P

predict() (MRCpy.AMRC method) (MRCpy.BaseMRC method) (MRCpy.CMRC method) (MRCpy.DWGCS method) (MRCpy.LCMRC method) (MRCpy.LMRC method) (MRCpy.MRC method) (MRCpy.pytorch.mgce.classifier.mgce_clf method) predict_proba() (MRCpy.AMRC method) (MRCpy.BaseMRC method) (MRCpy.CMRC method) (MRCpy.DWGCS method) (MRCpy.LCMRC method) (MRCpy.LMRC method) (MRCpy.MRC method) (MRCpy.pytorch.mgce.classifier.mgce_clf method)

psi() (MRCpy.CMRC method) (MRCpy.DWGCS method)

R

RandomFourierPhi (class in MRCpy.phi) RandomReLUPhi (class in MRCpy.phi)

rff_sigma() (MRCpy.phi.RandomFourierPhi method) (MRCpy.phi.RandomReLUPhi method)

S

score() (MRCpy.AMRC method) (MRCpy.BaseMRC method) (MRCpy.CMRC method) (MRCpy.DWGCS method) (MRCpy.LCMRC method) (MRCpy.LMRC method) (MRCpy.MRC method) set_fit_request() (MRCpy.AMRC method) (MRCpy.BaseMRC method) (MRCpy.CMRC method) (MRCpy.DWGCS method) (MRCpy.LCMRC method) (MRCpy.LMRC method) (MRCpy.MRC method)

set_params() (MRCpy.AMRC method) (MRCpy.BaseMRC method) (MRCpy.CMRC method) (MRCpy.DWGCS method) (MRCpy.LCMRC method) (MRCpy.LMRC method) (MRCpy.MRC method) set_predict_proba_request() (MRCpy.AMRC method) set_score_request() (MRCpy.AMRC method) (MRCpy.BaseMRC method) (MRCpy.CMRC method) (MRCpy.DWGCS method) (MRCpy.LCMRC method) (MRCpy.LMRC method) (MRCpy.MRC method)

T

ThresholdPhi (class in MRCpy.phi) transform() (MRCpy.phi.BasePhi method) (MRCpy.phi.RandomFourierPhi method) (MRCpy.phi.RandomReLUPhi method) (MRCpy.phi.ThresholdPhi method)