Index

_

__init__() (adanet.Evaluator method)

A

adanet (module) adanet.distributed (module) adanet.ensemble (module) adanet.replay (module) adanet.subnetwork (module)

add_mean_last_layer_predictions (adanet.ensemble.MeanEnsembler attribute) AllStrategy (class in adanet.ensemble) audio() (adanet.Summary method) AutoEnsembleEstimator (class in adanet) AutoEnsembleSubestimator (class in adanet)

B

best_ensemble_indices (adanet.replay.Config attribute) build_ensemble() (adanet.ensemble.ComplexityRegularizedEnsembler method) (adanet.ensemble.Ensembler method) (adanet.ensemble.MeanEnsembler method) build_subnetwork() (adanet.subnetwork.Builder method)

build_subnetwork_report() (adanet.subnetwork.Builder method) build_subnetwork_train_op() (adanet.subnetwork.Builder method) build_train_op() (adanet.ensemble.ComplexityRegularizedEnsembler method) (adanet.ensemble.Ensembler method) (adanet.ensemble.MeanEnsembler method) Builder (class in adanet.subnetwork)

C

Candidate (class in adanet.ensemble) ComplexityRegularized (class in adanet.ensemble) ComplexityRegularizedEnsembler (class in adanet.ensemble)

config (adanet.distributed.PlacementStrategy attribute) Config (class in adanet.replay) count() (adanet.AutoEnsembleSubestimator method)

E

Ensemble (class in adanet.ensemble) Ensembler (class in adanet.ensemble) estimator (adanet.AutoEnsembleSubestimator attribute) Estimator (class in adanet) eval_dir() (adanet.AutoEnsembleEstimator method) (adanet.Estimator method) (adanet.TPUEstimator method) evaluate() (adanet.AutoEnsembleEstimator method) (adanet.Estimator method) (adanet.Evaluator method) (adanet.TPUEstimator method)

Evaluator (class in adanet) Evaluator.Objective (class in adanet) experimental_export_all_saved_models() (adanet.AutoEnsembleEstimator method) (adanet.Estimator method) (adanet.TPUEstimator method) export_saved_model() (adanet.AutoEnsembleEstimator method) (adanet.Estimator method) (adanet.TPUEstimator method) export_savedmodel() (adanet.AutoEnsembleEstimator method) (adanet.Estimator method) (adanet.TPUEstimator method)

G

generate_candidates() (adanet.subnetwork.Generator method) generate_ensemble_candidates() (adanet.ensemble.AllStrategy method) (adanet.ensemble.GrowStrategy method) (adanet.ensemble.SoloStrategy method) (adanet.ensemble.Strategy method) Generator (class in adanet.subnetwork) get_best_ensemble_index() (adanet.replay.Config method)

get_variable_names() (adanet.AutoEnsembleEstimator method) (adanet.Estimator method) (adanet.TPUEstimator method) get_variable_value() (adanet.AutoEnsembleEstimator method) (adanet.Estimator method) (adanet.TPUEstimator method) GrowStrategy (class in adanet.ensemble)

H

histogram() (adanet.Summary method)

I

image() (adanet.Summary method) index() (adanet.AutoEnsembleSubestimator method)

input_fn (adanet.Evaluator attribute) (adanet.ReportMaterializer attribute)

L

latest_checkpoint() (adanet.AutoEnsembleEstimator method) (adanet.Estimator method) (adanet.TPUEstimator method)

logits (adanet.ensemble.Ensemble attribute) (adanet.ensemble.MeanEnsemble attribute)

M

materialize_subnetwork_reports() (adanet.ReportMaterializer method) MaterializedReport (class in adanet.subnetwork) MeanEnsemble (class in adanet.ensemble) MeanEnsembler (class in adanet.ensemble)

metric_name (adanet.Evaluator attribute) MixtureWeightType (class in adanet.ensemble) model_fn (adanet.AutoEnsembleEstimator attribute) (adanet.Estimator attribute) (adanet.TPUEstimator attribute)

N

name (adanet.ensemble.ComplexityRegularizedEnsembler attribute) (adanet.ensemble.Ensembler attribute) (adanet.ensemble.MeanEnsembler attribute), [1] (adanet.subnetwork.Builder attribute)

O

objective_fn (adanet.Evaluator attribute)

P

PlacementStrategy (class in adanet.distributed) predict() (adanet.AutoEnsembleEstimator method) (adanet.Estimator method) (adanet.TPUEstimator method)

predictions (adanet.ensemble.Ensemble attribute) (adanet.ensemble.MeanEnsemble attribute)

R

ReplicationStrategy (class in adanet.distributed) Report (class in adanet.subnetwork)

ReportMaterializer (class in adanet) RoundRobinStrategy (class in adanet.distributed)

S

scalar() (adanet.Summary method) should_build_ensemble() (adanet.distributed.PlacementStrategy method) (adanet.distributed.ReplicationStrategy method) (adanet.distributed.RoundRobinStrategy method) should_build_subnetwork() (adanet.distributed.PlacementStrategy method) (adanet.distributed.ReplicationStrategy method) (adanet.distributed.RoundRobinStrategy method) should_train_subnetworks() (adanet.distributed.PlacementStrategy method) (adanet.distributed.ReplicationStrategy method) (adanet.distributed.RoundRobinStrategy method)

SoloStrategy (class in adanet.ensemble) steps (adanet.Evaluator attribute) (adanet.ReportMaterializer attribute) Strategy (class in adanet.ensemble) Subnetwork (class in adanet.subnetwork) subnetwork_devices() (adanet.distributed.PlacementStrategy method) (adanet.distributed.ReplicationStrategy method) (adanet.distributed.RoundRobinStrategy method) subnetworks (adanet.ensemble.Ensemble attribute) (adanet.ensemble.MeanEnsemble attribute) Summary (class in adanet)

T

TPUEstimator (class in adanet) train() (adanet.AutoEnsembleEstimator method) (adanet.Estimator method) (adanet.TPUEstimator method)

train_input_fn (adanet.AutoEnsembleSubestimator attribute) TrainOpSpec (class in adanet.ensemble) (class in adanet.subnetwork)

W

WeightedSubnetwork (class in adanet.ensemble)