Index

A

apply_custom_loss() (in module boost_loss) (in module boost_loss.sklearn) AsymmetricCompositeLoss (class in boost_loss.regression) (class in boost_loss.regression.asymmetric)

AsymmetricLoss (class in boost_loss.regression) (class in boost_loss.regression.asymmetric)

B

boost_loss module boost_loss.base module boost_loss.debug module boost_loss.regression module boost_loss.regression.asymmetric module

boost_loss.regression.regression module boost_loss.regression.sklearn module boost_loss.resuming module boost_loss.sklearn module boost_loss.torch module

C

calc_ders_range() (boost_loss.base.LossBase method) (boost_loss.LossBase method)

D

DebugLoss (class in boost_loss) (class in boost_loss.debug) divide_n_grad (boost_loss.regression.L1Loss attribute) (boost_loss.regression.L2Loss attribute) (boost_loss.regression.LNLoss attribute) (boost_loss.regression.regression.L1Loss attribute) (boost_loss.regression.regression.L2Loss attribute) (boost_loss.regression.regression.LNLoss attribute)

divide_n_loss (boost_loss.regression.L1Loss attribute) (boost_loss.regression.L2Loss attribute) (boost_loss.regression.LNLoss attribute) (boost_loss.regression.regression.L1Loss attribute) (boost_loss.regression.regression.L2Loss attribute) (boost_loss.regression.regression.LNLoss attribute)

E

eval_metric_lgb() (boost_loss.base.LossBase method) (boost_loss.LossBase method) eval_metric_xgb_native() (boost_loss.base.LossBase method) (boost_loss.LossBase method) eval_metric_xgb_sklearn() (boost_loss.base.LossBase method) (boost_loss.LossBase method)

evaluate() (boost_loss.base.LossBase method) (boost_loss.LossBase method) ExpectileLoss (class in boost_loss.regression) (class in boost_loss.regression.asymmetric)

F

FairLoss (class in boost_loss.regression) (class in boost_loss.regression.regression) fit() (boost_loss.regression.sklearn.VarianceEstimator method) (boost_loss.regression.VarianceEstimator method)

from_callable() (boost_loss.base.LossBase class method) (boost_loss.LossBase class method) from_callable_torch() (boost_loss.torch.TorchLossBase class method)

G

GammaLoss (class in boost_loss.regression) (class in boost_loss.regression.regression) get_final_error() (boost_loss.base.LossBase method) (boost_loss.LossBase method) grad() (boost_loss.base.LossBase method) (boost_loss.LossBase method) (boost_loss.regression.FairLoss method) (boost_loss.regression.GammaLoss method) (boost_loss.regression.HuberLoss method) (boost_loss.regression.LNLoss method) (boost_loss.regression.LogCoshLoss method) (boost_loss.regression.LogLoss method) (boost_loss.regression.MAPELoss method) (boost_loss.regression.MSLELoss method) (boost_loss.regression.PoissonLoss method) (boost_loss.regression.regression.FairLoss method) (boost_loss.regression.regression.GammaLoss method) (boost_loss.regression.regression.HuberLoss method) (boost_loss.regression.regression.LNLoss method) (boost_loss.regression.regression.LogCoshLoss method) (boost_loss.regression.regression.LogLoss method) (boost_loss.regression.regression.MAPELoss method) (boost_loss.regression.regression.MSLELoss method) (boost_loss.regression.regression.PoissonLoss method) (boost_loss.regression.regression.SMAPELoss method) (boost_loss.regression.regression.TweedieLoss method) (boost_loss.regression.SMAPELoss method) (boost_loss.regression.TweedieLoss method)

grad_hess() (boost_loss.base.LossBase method) (boost_loss.debug.DebugLoss method) (boost_loss.debug.PrintLoss method) (boost_loss.DebugLoss method) (boost_loss.LossBase method) (boost_loss.PrintLoss method) (boost_loss.regression.asymmetric.AsymmetricCompositeLoss method) (boost_loss.regression.AsymmetricCompositeLoss method) (boost_loss.resuming.ResumingLoss method) (boost_loss.ResumingLoss method) (boost_loss.torch.TorchLossBase method) grad_torch() (boost_loss.torch.TorchLossBase method)

H

hess() (boost_loss.base.LossBase method) (boost_loss.LossBase method) (boost_loss.regression.FairLoss method) (boost_loss.regression.GammaLoss method) (boost_loss.regression.HuberLoss method) (boost_loss.regression.L1Loss method) (boost_loss.regression.LNLoss method) (boost_loss.regression.LogCoshLoss method) (boost_loss.regression.LogLoss method) (boost_loss.regression.MAPELoss method) (boost_loss.regression.MSLELoss method) (boost_loss.regression.PoissonLoss method) (boost_loss.regression.regression.FairLoss method) (boost_loss.regression.regression.GammaLoss method) (boost_loss.regression.regression.HuberLoss method) (boost_loss.regression.regression.L1Loss method) (boost_loss.regression.regression.LNLoss method) (boost_loss.regression.regression.LogCoshLoss method) (boost_loss.regression.regression.LogLoss method) (boost_loss.regression.regression.MAPELoss method) (boost_loss.regression.regression.MSLELoss method) (boost_loss.regression.regression.PoissonLoss method) (boost_loss.regression.regression.SMAPELoss method) (boost_loss.regression.regression.TweedieLoss method) (boost_loss.regression.SMAPELoss method) (boost_loss.regression.TweedieLoss method)

HuberLoss (class in boost_loss.regression) (class in boost_loss.regression.regression)

I

is_higher_better (boost_loss.base.LossBase attribute) (boost_loss.LossBase attribute)

is_max_optimal() (boost_loss.base.LossBase method) (boost_loss.LossBase method)

L

L1Loss (class in boost_loss.regression) (class in boost_loss.regression.regression) L2Loss (class in boost_loss.regression) (class in boost_loss.regression.regression) LNLoss (class in boost_loss.regression) (class in boost_loss.regression.regression) LogCoshLoss (class in boost_loss.regression) (class in boost_loss.regression.regression) LogLoss (class in boost_loss.regression) (class in boost_loss.regression.regression) loss() (boost_loss.base.LossBase method) (boost_loss.debug.DebugLoss method) (boost_loss.debug.PrintLoss method) (boost_loss.DebugLoss method) (boost_loss.LossBase method) (boost_loss.PrintLoss method) (boost_loss.regression.asymmetric.AsymmetricCompositeLoss method) (boost_loss.regression.AsymmetricCompositeLoss method) (boost_loss.regression.FairLoss method) (boost_loss.regression.GammaLoss method) (boost_loss.regression.HuberLoss method) (boost_loss.regression.LNLoss method) (boost_loss.regression.LogCoshLoss method) (boost_loss.regression.LogLoss method) (boost_loss.regression.MAPELoss method) (boost_loss.regression.MSLELoss method) (boost_loss.regression.PoissonLoss method) (boost_loss.regression.regression.FairLoss method) (boost_loss.regression.regression.GammaLoss method) (boost_loss.regression.regression.HuberLoss method) (boost_loss.regression.regression.LNLoss method) (boost_loss.regression.regression.LogCoshLoss method) (boost_loss.regression.regression.LogLoss method) (boost_loss.regression.regression.MAPELoss method) (boost_loss.regression.regression.MSLELoss method) (boost_loss.regression.regression.PoissonLoss method) (boost_loss.regression.regression.SMAPELoss method) (boost_loss.regression.regression.TweedieLoss method) (boost_loss.regression.SMAPELoss method) (boost_loss.regression.TweedieLoss method) (boost_loss.resuming.ResumingLoss method) (boost_loss.ResumingLoss method) (boost_loss.torch.TorchLossBase method)

loss_ (boost_loss.debug.DebugLoss attribute) (boost_loss.debug.PrintLoss attribute) (boost_loss.DebugLoss attribute) (boost_loss.PrintLoss attribute) loss_pred_greater (boost_loss.regression.asymmetric.AsymmetricCompositeLoss attribute) (boost_loss.regression.asymmetric.AsymmetricLoss attribute) (boost_loss.regression.asymmetric.ExpectileLoss attribute) (boost_loss.regression.asymmetric.QuantileLoss attribute) (boost_loss.regression.AsymmetricCompositeLoss attribute) (boost_loss.regression.AsymmetricLoss attribute) (boost_loss.regression.ExpectileLoss attribute) (boost_loss.regression.QuantileLoss attribute) loss_pred_less (boost_loss.regression.asymmetric.AsymmetricCompositeLoss attribute) (boost_loss.regression.asymmetric.AsymmetricLoss attribute) (boost_loss.regression.asymmetric.ExpectileLoss attribute) (boost_loss.regression.asymmetric.QuantileLoss attribute) (boost_loss.regression.AsymmetricCompositeLoss attribute) (boost_loss.regression.AsymmetricLoss attribute) (boost_loss.regression.ExpectileLoss attribute) (boost_loss.regression.QuantileLoss attribute) loss_torch() (boost_loss.torch.TorchLossBase method) LossBase (class in boost_loss) (class in boost_loss.base)

M

m_type (boost_loss.regression.sklearn.VarianceEstimator attribute) (boost_loss.regression.VarianceEstimator attribute) MAPELoss (class in boost_loss.regression) (class in boost_loss.regression.regression) module boost_loss boost_loss.base boost_loss.debug boost_loss.regression boost_loss.regression.asymmetric boost_loss.regression.regression boost_loss.regression.sklearn boost_loss.resuming boost_loss.sklearn boost_loss.torch

MSLELoss (class in boost_loss.regression) (class in boost_loss.regression.regression)

N

n (boost_loss.regression.L1Loss attribute) (boost_loss.regression.L2Loss attribute) (boost_loss.regression.LNLoss attribute) (boost_loss.regression.regression.L1Loss attribute) (boost_loss.regression.regression.L2Loss attribute) (boost_loss.regression.regression.LNLoss attribute)

name (boost_loss.base.LossBase property) (boost_loss.LossBase property) (boost_loss.regression.LNLoss property) (boost_loss.regression.regression.LNLoss property)

P

patch() (in module boost_loss.sklearn) patch_catboost() (in module boost_loss) (in module boost_loss.sklearn) PoissonLoss (class in boost_loss.regression) (class in boost_loss.regression.regression) predict() (boost_loss.regression.sklearn.VarianceEstimator method) (boost_loss.regression.VarianceEstimator method)

predict_raw() (boost_loss.regression.sklearn.VarianceEstimator method) (boost_loss.regression.VarianceEstimator method) predict_var() (boost_loss.regression.sklearn.VarianceEstimator method) (boost_loss.regression.VarianceEstimator method) PrintLoss (class in boost_loss) (class in boost_loss.debug)

Q

QuantileLoss (class in boost_loss.regression) (class in boost_loss.regression.asymmetric)

R

ResumingLoss (class in boost_loss) (class in boost_loss.resuming)

S

set_predict_request() (boost_loss.regression.sklearn.VarianceEstimator method) (boost_loss.regression.VarianceEstimator method)

SMAPELoss (class in boost_loss.regression) (class in boost_loss.regression.regression)

T

TorchLossBase (class in boost_loss.torch) ts_ (boost_loss.regression.sklearn.VarianceEstimator attribute) (boost_loss.regression.VarianceEstimator attribute)

TweedieLoss (class in boost_loss.regression) (class in boost_loss.regression.regression)

V

var_type (boost_loss.regression.sklearn.VarianceEstimator attribute) (boost_loss.regression.VarianceEstimator attribute)

VarianceEstimator (class in boost_loss.regression) (class in boost_loss.regression.sklearn)