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Demo Notebooks

Linear Terms
Univariate Smooths
Composite Smooths
Multivariate Smooths

High-level API

AdditivePredictor
TermBuilder
BasisBuilder

Plots

plot_1d_smooth()
plot_2d_smooth()
plot_forest()
plot_polys()
plot_regions()
plot_1d_smooth_clustered()

Summary

summarise_1d_smooth()
summarise_nd_smooth()
summarise_lin()
summarise_cluster()
summarise_regions()
summarise_1d_smooth_clustered()
summarise_by_samples()
polys_to_df()

Bases

Basis
MRFBasis
- MRFBasis.mrf_spec
LinBasis

Terms

StrctTerm
StrctInteractionTerm
- StrctInteractionTerm.f()
- StrctInteractionTerm.input_obs
StrctTensorProdTerm
LinTerm
StrctLinTerm
LinMixin
IndexingTerm
RITerm
MRFTerm
BasisDot
ScaleIG
- ScaleIG.setup_gibbs_inference()
- ScaleIG.setup_gibbs_inference_factored()
UserVar

Distribution

MultivariateNormalSingular
MultivariateNormalStructured
- MultivariateNormalStructured.from_penalties()
- MultivariateNormalStructured.get_locscale_constructor()
StructuredPenaltyOperator

Other

PandasRegistry
CategoryMapping
MRFSpec
NameManager
VarIGPrior
demo_data()
demo_data_ta()
LinearConstraintEVD

In/Out

read_bnd()
polygon_is_closed()

Experimental

BSplineApprox

Help

Troubleshooting

.rst

AdditivePredictor.terms

Contents

AdditivePredictor.terms

AdditivePredictor.terms#

AdditivePredictor.terms: dict[str, Var]#: Dictionary of terms in this predictor.

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TermBuilder

Contents

AdditivePredictor.terms

By Liesel Developers

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