Index

_

__init__() (xgboost_distribution.XGBDistribution method)

B

BaseDistribution (class in xgboost_distribution.distributions.base)

C

check_all_ge_zero() (in module xgboost_distribution.distributions.utils) check_all_gt_zero() (in module xgboost_distribution.distributions.utils) check_all_integer() (in module xgboost_distribution.distributions.utils) check_target() (xgboost_distribution.distributions.base.BaseDistribution method) (xgboost_distribution.distributions.exponential.Exponential method) (xgboost_distribution.distributions.log_normal.LogNormal method) (xgboost_distribution.distributions.negative_binomial.NegativeBinomial method) (xgboost_distribution.distributions.poisson.Poisson method)

E

Exponential (class in xgboost_distribution.distributions.exponential)

F

fit() (xgboost_distribution.model.XGBDistribution method) (xgboost_distribution.XGBDistribution method)

format_distribution_name() (in module xgboost_distribution.distributions)

G

get_distribution() (in module xgboost_distribution.distributions) get_distribution_doc() (in module xgboost_distribution.distributions) get_ll_score_func() (in module xgboost_distribution.metrics) gradient_and_hessian() (xgboost_distribution.distributions.base.BaseDistribution method) (xgboost_distribution.distributions.exponential.Exponential method) (xgboost_distribution.distributions.laplace.Laplace method) (xgboost_distribution.distributions.log_normal.LogNormal method) (xgboost_distribution.distributions.negative_binomial.NegativeBinomial method) (xgboost_distribution.distributions.normal.Normal method) (xgboost_distribution.distributions.poisson.Poisson method)

L

Laplace (class in xgboost_distribution.distributions.laplace) load_model() (xgboost_distribution.model.XGBDistribution method) (xgboost_distribution.XGBDistribution method) loc (xgboost_distribution.distributions.laplace.Params attribute) (xgboost_distribution.distributions.normal.Params attribute) LogNormal (class in xgboost_distribution.distributions.log_normal)

loss() (xgboost_distribution.distributions.base.BaseDistribution method) (xgboost_distribution.distributions.exponential.Exponential method) (xgboost_distribution.distributions.laplace.Laplace method) (xgboost_distribution.distributions.log_normal.LogNormal method) (xgboost_distribution.distributions.negative_binomial.NegativeBinomial method) (xgboost_distribution.distributions.normal.Normal method) (xgboost_distribution.distributions.poisson.Poisson method)

M

module xgboost_distribution xgboost_distribution.distributions xgboost_distribution.distributions.base xgboost_distribution.distributions.exponential xgboost_distribution.distributions.laplace xgboost_distribution.distributions.log_normal xgboost_distribution.distributions.negative_binomial xgboost_distribution.distributions.normal xgboost_distribution.distributions.poisson xgboost_distribution.distributions.utils xgboost_distribution.metrics xgboost_distribution.model

mu (xgboost_distribution.distributions.poisson.Params attribute)

N

n (xgboost_distribution.distributions.negative_binomial.Params attribute)

NegativeBinomial (class in xgboost_distribution.distributions.negative_binomial) Normal (class in xgboost_distribution.distributions.normal)

P

p (xgboost_distribution.distributions.negative_binomial.Params attribute) Params (class in xgboost_distribution.distributions.exponential) (class in xgboost_distribution.distributions.laplace) (class in xgboost_distribution.distributions.log_normal) (class in xgboost_distribution.distributions.negative_binomial) (class in xgboost_distribution.distributions.normal) (class in xgboost_distribution.distributions.poisson) params (xgboost_distribution.distributions.base.BaseDistribution property) (xgboost_distribution.distributions.exponential.Exponential property) (xgboost_distribution.distributions.laplace.Laplace property) (xgboost_distribution.distributions.log_normal.LogNormal property) (xgboost_distribution.distributions.negative_binomial.NegativeBinomial property) (xgboost_distribution.distributions.normal.Normal property) (xgboost_distribution.distributions.poisson.Poisson property)

Poisson (class in xgboost_distribution.distributions.poisson) predict() (xgboost_distribution.distributions.base.BaseDistribution method) (xgboost_distribution.distributions.exponential.Exponential method) (xgboost_distribution.distributions.laplace.Laplace method) (xgboost_distribution.distributions.log_normal.LogNormal method) (xgboost_distribution.distributions.negative_binomial.NegativeBinomial method) (xgboost_distribution.distributions.normal.Normal method) (xgboost_distribution.distributions.poisson.Poisson method) (xgboost_distribution.model.XGBDistribution method) (xgboost_distribution.XGBDistribution method)

S

s (xgboost_distribution.distributions.log_normal.Params attribute) safe_exp() (in module xgboost_distribution.distributions.utils) save_model() (xgboost_distribution.model.XGBDistribution method) (xgboost_distribution.XGBDistribution method) scale (xgboost_distribution.distributions.exponential.Params attribute) (xgboost_distribution.distributions.laplace.Params attribute) (xgboost_distribution.distributions.log_normal.Params attribute) (xgboost_distribution.distributions.normal.Params attribute) set_fit_request() (xgboost_distribution.model.XGBDistribution method) (xgboost_distribution.XGBDistribution method)

set_predict_request() (xgboost_distribution.model.XGBDistribution method) (xgboost_distribution.XGBDistribution method) set_score_request() (xgboost_distribution.model.XGBDistribution method) (xgboost_distribution.XGBDistribution method) starting_params() (xgboost_distribution.distributions.base.BaseDistribution method) (xgboost_distribution.distributions.exponential.Exponential method) (xgboost_distribution.distributions.laplace.Laplace method) (xgboost_distribution.distributions.log_normal.LogNormal method) (xgboost_distribution.distributions.negative_binomial.NegativeBinomial method) (xgboost_distribution.distributions.normal.Normal method) (xgboost_distribution.distributions.poisson.Poisson method)

X

XGBDistribution (class in xgboost_distribution) (class in xgboost_distribution.model) xgboost_distribution module xgboost_distribution.distributions module xgboost_distribution.distributions.base module xgboost_distribution.distributions.exponential module xgboost_distribution.distributions.laplace module xgboost_distribution.distributions.log_normal module

xgboost_distribution.distributions.negative_binomial module xgboost_distribution.distributions.normal module xgboost_distribution.distributions.poisson module xgboost_distribution.distributions.utils module xgboost_distribution.metrics module xgboost_distribution.model module