Index

A

add_layers() (gumbi.arrays.LayeredArray method) (gumbi.arrays.ParameterArray method) additive (gumbi.regression.GP attribute) (gumbi.regression.Regressor attribute)

append_categorical_points() (gumbi.regression.Regressor method) as_dict() (gumbi.arrays.LayeredArray method)

B

BC() (gumbi.arrays.UncertainArray method) BD() (gumbi.arrays.UncertainArray method)

build_model() (gumbi.regression.GP method) (gumbi.regression.GPC method) (gumbi.regression.Regressor method)

C

categorical_coords (gumbi.regression.GP attribute) (gumbi.regression.Regressor attribute) categorical_dims (gumbi.regression.GP attribute) (gumbi.regression.Regressor attribute) categorical_levels (gumbi.regression.GP attribute) (gumbi.regression.Regressor attribute) cdf() (gumbi.arrays.MultivariateNormalish method) colorbar() (gumbi.plotting.ParrayPlotter method)

continuous_coords (gumbi.regression.GP attribute) (gumbi.regression.Regressor attribute) continuous_dims (gumbi.regression.GP attribute) (gumbi.regression.Regressor attribute) continuous_levels (gumbi.regression.GP attribute) (gumbi.regression.Regressor attribute) coords (gumbi.regression.Regressor property) cov() (gumbi.arrays.MVUncertainParameterArray method) cross_validate() (gumbi.regression.Regressor method)

D

data (gumbi.regression.Regressor attribute) DataSet (class in gumbi.aggregation) dataset (gumbi.regression.GP attribute) dims (gumbi.regression.Regressor property) dist (gumbi.arrays.MVUncertainParameterArray property) (gumbi.arrays.UncertainArray property) (gumbi.arrays.UncertainParameterArray property)

draw_grid_samples() (gumbi.regression.GP method) draw_point_samples() (gumbi.regression.GP method) (gumbi.regression.GPC method) dstack() (gumbi.arrays.LayeredArray method)

E

EI() (gumbi.arrays.UncertainArray method)

F

fields (gumbi.arrays.UncertainArray attribute) (gumbi.arrays.UncertainParameterArray attribute) fill_with() (gumbi.arrays.ParameterArray method) filter_dims (gumbi.regression.GP attribute) (gumbi.regression.Regressor attribute) find_MAP() (gumbi.regression.GP method) fit() (gumbi.regression.GP method) (gumbi.regression.Regressor method)

float_inputs (gumbi.aggregation.DataSet property) (gumbi.aggregation.MetaFrame property) from_DataFrame() (gumbi.aggregation.Standardizer class method) from_tidy() (gumbi.aggregation.DataSet class method) (gumbi.aggregation.WideData class method) from_wide() (gumbi.aggregation.DataSet class method)

G

get() (gumbi.arrays.LayeredArray method) (gumbi.arrays.MVUncertainParameterArray method) (gumbi.arrays.ParameterArray method) get_conditional_prediction() (gumbi.regression.Regressor method) get_filtered_data() (gumbi.regression.Regressor method) get_l_prior() (in module gumbi.utils.gp_utils) get_shaped_data() (gumbi.regression.Regressor method) get_structured_data() (gumbi.regression.Regressor method) GP (class in gumbi.regression) gp_dict (gumbi.regression.GP attribute)

GPC (class in gumbi.regression) gumbi.aggregation module gumbi.arrays module gumbi.plotting module gumbi.regression module gumbi.utils module

H

HD() (gumbi.arrays.UncertainArray method)

I

inputs (gumbi.aggregation.DataSet property) (gumbi.aggregation.MetaFrame property)

K

KLD() (gumbi.arrays.UncertainArray method)

L

LayeredArray (class in gumbi.arrays) levels (gumbi.regression.Regressor property) linear_dims (gumbi.regression.GP attribute) (gumbi.regression.Regressor attribute)

log_vars (gumbi.aggregation.Standardizer property) logcdf() (gumbi.arrays.MultivariateNormalish method) logit_vars (gumbi.aggregation.Standardizer property) LogitNormal (class in gumbi.arrays) logpdf() (gumbi.arrays.MultivariateNormalish method)

M

mahalanobis() (gumbi.arrays.MVUncertainParameterArray method) marginal_grids() (gumbi.regression.Regressor method) mean() (gumbi.arrays.UncertainArray method) (gumbi.arrays.UncertainParameterArray method) mean_transforms (gumbi.aggregation.Standardizer property) MetaFrame (class in gumbi.aggregation) model (gumbi.regression.GP attribute) module gumbi.aggregation gumbi.arrays gumbi.plotting gumbi.regression gumbi.utils

MultivariateNormalish (class in gumbi.arrays) MVUncertainParameterArray (class in gumbi.arrays) mvuparray() (gumbi.arrays.MVUncertainParameterArray method) (gumbi.regression.Regressor method)

N

name (gumbi.arrays.UncertainArray attribute) (gumbi.arrays.UncertainParameterArray attribute)

names (gumbi.arrays.ParameterArray attribute) nlpd() (gumbi.arrays.UncertainArray method)

O

outlier_pval() (gumbi.arrays.MVUncertainParameterArray method)

outputs (gumbi.regression.GP attribute) (gumbi.regression.Regressor attribute)

P

ParameterArray (class in gumbi.arrays) parray() (gumbi.arrays.MVUncertainParameterArray method) (gumbi.arrays.ParameterArray method) (gumbi.regression.Regressor method) ParrayPlotter (class in gumbi.plotting) pdf() (gumbi.arrays.MultivariateNormalish method) plot() (gumbi.plotting.ParrayPlotter method)

plot_ci() (gumbi.plotting.ParrayPlotter method) ppf() (gumbi.arrays.LogitNormal method) predict() (gumbi.regression.GP method) (gumbi.regression.Regressor method) predict_grid() (gumbi.regression.Regressor method) predict_points() (gumbi.regression.Regressor method) prepare_grid() (gumbi.regression.Regressor method) propose() (gumbi.regression.Regressor method)

R

Regressor (class in gumbi.regression)

rvs() (gumbi.arrays.LogitNormal method) (gumbi.arrays.MultivariateNormalish method)

S

sample() (gumbi.regression.GP method) savefig() (in module gumbi.utils.generic_utils) seed (gumbi.regression.GP attribute) (gumbi.regression.Regressor attribute) setup_paths() (in module gumbi.utils.generic_utils) specify_model() (gumbi.regression.Regressor method) specs (gumbi.aggregation.DataSet property) (gumbi.aggregation.MetaFrame property)

Standardizer (class in gumbi.aggregation) stdz() (gumbi.aggregation.Standardizer method) stdzr (gumbi.arrays.ParameterArray attribute) (gumbi.arrays.UncertainParameterArray attribute) sum() (gumbi.arrays.UncertainArray method) (gumbi.arrays.UncertainParameterArray method)

T

t (gumbi.aggregation.MetaFrame property) (gumbi.aggregation.TidyData property) (gumbi.aggregation.WideData property) (gumbi.arrays.MVUncertainParameterArray property) (gumbi.arrays.ParameterArray property) (gumbi.arrays.UncertainParameterArray property)

tidy (gumbi.aggregation.DataSet property) TidyData (class in gumbi.aggregation) to_tidy() (gumbi.aggregation.WideData method) to_wide() (gumbi.aggregation.TidyData method) transform() (gumbi.aggregation.Standardizer method) transforms (gumbi.aggregation.Standardizer property)

U

UncertainArray (class in gumbi.arrays) UncertainParameterArray (class in gumbi.arrays) unstdz() (gumbi.aggregation.Standardizer method)

untransform() (gumbi.aggregation.Standardizer method) uparray() (gumbi.arrays.MVUncertainParameterArray method) (gumbi.regression.Regressor method) update_stdzr() (gumbi.aggregation.DataSet method)

V

validate() (gumbi.aggregation.Standardizer class method)

values() (gumbi.arrays.LayeredArray method) var_transforms (gumbi.aggregation.Standardizer property)

W

wide (gumbi.aggregation.DataSet property)

WideData (class in gumbi.aggregation)

X

X (gumbi.regression.GP attribute) (gumbi.regression.Regressor attribute)

Y

y (gumbi.regression.GP attribute) (gumbi.regression.Regressor attribute)

Z

z (gumbi.aggregation.MetaFrame property) (gumbi.aggregation.TidyData property) (gumbi.aggregation.WideData property) (gumbi.arrays.MVUncertainParameterArray property) (gumbi.arrays.ParameterArray property) (gumbi.arrays.UncertainParameterArray property)

Μ

μ (gumbi.arrays.MVUncertainParameterArray property) (gumbi.arrays.UncertainArray property) (gumbi.arrays.UncertainParameterArray attribute)

Σ

σ (gumbi.arrays.MVUncertainParameterArray property) (gumbi.arrays.UncertainArray property)

σ2 (gumbi.arrays.MVUncertainParameterArray property) (gumbi.arrays.UncertainArray property) (gumbi.arrays.UncertainParameterArray attribute)