Index

A

aic() (in module sparsereg.util)

B

Base (class in sparsereg.preprocessing.symfeat) base (sparsereg.model.ffx.Strategy attribute)

BoATS (class in sparsereg.model.base) build_strategies() (in module sparsereg.model.ffx)

C

cardinality() (in module sparsereg.util) ColumnSelector (class in sparsereg.util.pipeline) complexity (sparsereg.model.base.STRidge attribute) (sparsereg.model.sindy.SINDy attribute)

complexity() (in module sparsereg.util.net) consider_products (sparsereg.model.ffx.Strategy attribute) crowding_distance() (in module sparsereg.util)

D

dominates() (in module sparsereg.util)

E

EFS (class in sparsereg.model.efs) enet_path() (in module sparsereg.model.ffx)

equation() (in module sparsereg.model.base) equations() (sparsereg.model.sindy.SINDy method) exponents (sparsereg.model.ffx.Strategy attribute)

F

FFX (class in sparsereg.model.ffx) FFXElasticNet (class in sparsereg.model.ffx) FFXModel (class in sparsereg.model.ffx) FFXRationalElasticNet (class in sparsereg.model.ffx) fit() (sparsereg.model.base.BoATS method) (sparsereg.model.base.RationalFunctionMixin method) (sparsereg.model.base.STRidge method) (sparsereg.model.bayes.JMAP method) (sparsereg.model.efs.EFS method) (sparsereg.model.efs.LibTrafo method) (sparsereg.model.ffx.FFX method) (sparsereg.model.ffx.WeightedEnsembleEstimator method) (sparsereg.model.group_lasso.SparseGroupLasso method) (sparsereg.model.sindy.SINDy method) (sparsereg.preprocessing.symfeat.SymbolicFeatures method) (sparsereg.util.ReducedLinearModel method) (sparsereg.util.pipeline.ColumnSelector method)

fit_with_noise() (in module sparsereg.model.base)

G

get_feature_names() (sparsereg.preprocessing.symfeat.SymbolicFeatures method) (sparsereg.util.pipeline.ColumnSelector method)

get_importance() (in module sparsereg.model.efs) group_lasso_check_kkt() (in module sparsereg.vendor.group_lasso.group_lasso)

H

hashed_hash() (in module sparsereg.preprocessing.symfeat)

hashed_hash_() (in module sparsereg.preprocessing.symfeat)

I

index (sparsereg.model.ffx.Strategy attribute)

J

JMAP (class in sparsereg.model.bayes)

jmap() (in module sparsereg.model.bayes)

L

LibTrafo (class in sparsereg.model.efs)

M

make_model() (sparsereg.model.ffx.FFX method)

mutate() (in module sparsereg.model.efs)

N

name (sparsereg.preprocessing.symfeat.Base attribute) net() (in module sparsereg.util.net)

normalize() (in module sparsereg.util) nrmse() (in module sparsereg.util)

O

OperatorFeature (class in sparsereg.preprocessing.symfeat)

operators (sparsereg.model.ffx.Strategy attribute)

P

pareto_front() (in module sparsereg.util) pre_compute() (sparsereg.model.ffx.FFXModel method) predict() (sparsereg.model.base.RationalFunctionMixin method) (sparsereg.model.bayes.JMAP method) (sparsereg.model.efs.EFS method) (sparsereg.model.ffx.FFX method) (sparsereg.model.ffx.WeightedEnsembleEstimator method) (sparsereg.model.sindy.SINDy method) (sparsereg.util.ReducedLinearModel method)

print_model() (in module sparsereg.model.base) (sparsereg.model.base.PrintMixin method) (sparsereg.model.base.RationalFunctionMixin method) (sparsereg.model.ffx.FFX method) (sparsereg.model.ffx.FFXModel method) (sparsereg.model.ffx.WeightedEnsembleEstimator method) PrintMixin (class in sparsereg.model.base) ProductFeature (class in sparsereg.preprocessing.symfeat)

R

RationalFunctionMixin (class in sparsereg.model.base) ReducedLinearModel (class in sparsereg.util)

rmse() (in module sparsereg.util) run_ffx() (in module sparsereg.model.ffx) run_strategy() (in module sparsereg.model.ffx)

S

scale_sigma() (in module sparsereg.model.bayes) score() (sparsereg.model.ffx.FFX method) (sparsereg.model.ffx.FFXElasticNet method) (sparsereg.model.sindy.SINDy method) scores() (sparsereg.util.ReducedLinearModel method) SimpleFeature (class in sparsereg.preprocessing.symfeat) SINDy (class in sparsereg.model.sindy) size() (in module sparsereg.model.efs) soft_threshold() (in module sparsereg.vendor.group_lasso.group_lasso) sort_non_dominated() (in module sparsereg.util) sparse_group_lasso() (in module sparsereg.vendor.group_lasso.group_lasso) SparseGroupLasso (class in sparsereg.model.group_lasso) sparsereg (module) sparsereg.model (module) sparsereg.model.base (module)

sparsereg.model.bayes (module) sparsereg.model.efs (module) sparsereg.model.ffx (module) sparsereg.model.group_lasso (module) sparsereg.model.sindy (module) sparsereg.preprocessing (module) sparsereg.preprocessing.symfeat (module) sparsereg.util (module) sparsereg.util.net (module) sparsereg.util.pipeline (module) sparsereg.vendor (module) sparsereg.vendor.group_lasso (module) sparsereg.vendor.group_lasso.group_lasso (module) Strategy (class in sparsereg.model.ffx) STRidge (class in sparsereg.model.base) SymbolicFeatures (class in sparsereg.preprocessing.symfeat)

T

transform() (sparsereg.model.efs.EFS method) (sparsereg.model.efs.LibTrafo method) (sparsereg.preprocessing.symfeat.OperatorFeature method) (sparsereg.preprocessing.symfeat.ProductFeature method) (sparsereg.preprocessing.symfeat.SimpleFeature method) (sparsereg.preprocessing.symfeat.SymbolicFeatures method) (sparsereg.util.pipeline.ColumnSelector method)

W

WeightedEnsembleEstimator (class in sparsereg.model.ffx)