Index

A

AnnealingRBMTrainer (class in qbm4eo.rbm) aqmlator module aqmlator.data_acquisition module aqmlator.data_preprocessing module

aqmlator.database module aqmlator.qml module aqmlator.tuner module

B

backward() (qbm4eo.encoder.QuantizerFunc static method)

BINARY_CLASSIFICATION (aqmlator.tuner.MLTaskType attribute)

C

CD1Trainer (class in qbm4eo.rbm) CLASSIFICATION (aqmlator.tuner.MLTaskType attribute)

configure_optimizers() (qbm4eo.lbae.LBAE method) CSVDataReceiver (class in aqmlator.data_acquisition)

D

DataReceiverInterface (class in aqmlator.data_acquisition)

datum_attributes (aqmlator.data_acquisition.LearningDatum attribute) datum_target (aqmlator.data_acquisition.SupervisedLearningDatum attribute)

E

export_data_to_sqlite_database() (in module aqmlator.database)

F

find_hyperparameters() (aqmlator.tuner.HyperparameterTuner method) find_model() (aqmlator.tuner.ModelFinder method) fit() (aqmlator.qml.QMLModel method) (aqmlator.qml.QNNClassifier method) (aqmlator.qml.QNNModel method) (aqmlator.qml.QuantumKernelBinaryClassifier method) (aqmlator.qml.RBMClustering method) (qbm4eo.rbm.RBMTrainer method)

fit_transform() (aqmlator.data_preprocessing.LearningDatumMinMaxScaler method) forward() (qbm4eo.decoder.LBAEDecoder method) (qbm4eo.decoder.ResBlockDeConv method) (qbm4eo.decoder.ResBlockDeConvPart method) (qbm4eo.encoder.LBAEEncoder method) (qbm4eo.encoder.QuantizerFunc static method) (qbm4eo.encoder.ResBlockConv method) (qbm4eo.encoder.ResBlockConvPart method) (qbm4eo.lbae.LBAE method)

G

get_attributes() (in module aqmlator.data_preprocessing) get_circuit_expectation_values() (aqmlator.qml.QNNModel method)

get_targets() (in module aqmlator.data_preprocessing) get_torch_layer() (aqmlator.qml.QNNModel method) GROUPING (aqmlator.tuner.MLTaskType attribute)

H

h_probs_given_v() (qbm4eo.rbm.RBM method)

HyperparameterTuner (class in aqmlator.tuner)

I

infinite_dataloader_generator() (in module qbm4eo.rbm)

L

LBAE (class in qbm4eo.lbae) LBAEDecoder (class in qbm4eo.decoder) LBAEEncoder (class in qbm4eo.encoder)

LearningDatum (class in aqmlator.data_acquisition) LearningDatumMinMaxScaler (class in aqmlator.data_preprocessing) load() (qbm4eo.rbm.RBM class method) loss() (in module qbm4eo.lbae)

M

MLTaskType (class in aqmlator.tuner) ModelFinder (class in aqmlator.tuner) module aqmlator aqmlator.data_acquisition aqmlator.data_preprocessing aqmlator.database aqmlator.qml aqmlator.tuner qbm4eo qbm4eo.decoder qbm4eo.encoder qbm4eo.lbae qbm4eo.rbm

O

OptunaOptimizer (class in aqmlator.tuner)

P

predict() (aqmlator.qml.QNNClassifier method) (aqmlator.qml.QNNModel method) (aqmlator.qml.QuantumKernelBinaryClassifier method) (aqmlator.qml.RBMClustering method)

predict_step() (qbm4eo.lbae.LBAE method)

Q

qbm4eo module qbm4eo.decoder module qbm4eo.encoder module qbm4eo.lbae module qbm4eo.rbm module

QMLModel (class in aqmlator.qml) QNNBinaryClassifier (class in aqmlator.qml) QNNClassifier (class in aqmlator.qml) QNNLinearRegression (class in aqmlator.qml) QNNModel (class in aqmlator.qml) QuantizerFunc (class in qbm4eo.encoder) QuantumKernelBinaryClassifier (class in aqmlator.qml) qubo_from_rbm_coefficients() (in module qbm4eo.rbm)

R

RBM (class in qbm4eo.rbm) RBMClustering (class in aqmlator.qml) RBMTrainer (class in qbm4eo.rbm) receive_data() (aqmlator.data_acquisition.CSVDataReceiver method) (aqmlator.data_acquisition.DataReceiverInterface method)

reconstruct() (qbm4eo.rbm.RBM method) REGRESSION (aqmlator.tuner.MLTaskType attribute) ResBlockConv (class in qbm4eo.encoder) ResBlockConvPart (class in qbm4eo.encoder) ResBlockDeConv (class in qbm4eo.decoder) ResBlockDeConvPart (class in qbm4eo.decoder)

S

sample_h_given_v() (qbm4eo.rbm.RBM method) sample_v_given_h() (qbm4eo.rbm.RBM method) save() (qbm4eo.rbm.RBM method) score() (aqmlator.qml.QNNModel method)

seed() (aqmlator.qml.QMLModel method) (aqmlator.qml.QNNClassifier method) set_dev() (aqmlator.qml.QNNClassifier method) SupervisedLearningDatum (class in aqmlator.data_acquisition)

T

test_step() (qbm4eo.lbae.LBAE method) training_step() (qbm4eo.lbae.LBAE method) (qbm4eo.rbm.AnnealingRBMTrainer method) (qbm4eo.rbm.CD1Trainer method) (qbm4eo.rbm.RBMTrainer method)

transform() (aqmlator.qml.QuantumKernelBinaryClassifier method)

V

v_probs_given_h() (qbm4eo.rbm.RBM method)