Index

_

_check_sigmas() (RademacherLoss method)

_log_metrics() (RidgeRegression method)

A

all_bin_sequences() (in module qulearn.utils)

AltRotCXLayer (class in qulearn.qlayer) AltRXCXLayer (class in qulearn.qlayer)

C

check_measurement_type() (MeasurementLayer method) check_shattering() (in module qulearn.fat) circuit() (AltRotCXLayer method) (AltRXCXLayer method) (CircuitLayer method) (EmbedU method) (HadamardLayer method) (HatBasisQFE method) (IQPEAltRotCXLayer method) (IQPEmbeddingLayer method) (IQPERYCZLayer method) (Linear2DBasisQFE method) (ParallelEntangledIQPEncoding method) (ParallelIQPEncoding method) (RYCZLayer method) (TwoQubitRotCXMPSLayer method)

CircuitLayer (class in qulearn.qlayer) compute_norm() (HatBasisQFE method) (Linear2DBasisQFE method)

D

data_to_loader() (DataGenCapacity method) (DataGenFat method) (DataGenRademacher method) (DataGenTorch method)

DataGenCapacity (class in qulearn.datagen) DataGenFat (class in qulearn.datagen) DataGenRademacher (class in qulearn.datagen) DataGenTorch (class in qulearn.datagen)

E

EmbedU (class in qulearn.qlayer) entropy() (MeasurementLayer method) EpochType (class in qulearn.trainer)

Expectation (MeasurementType attribute) expectation() (HamiltonianLayer method) (MeasurementLayer method)

F

fat_shattering_dim() (in module qulearn.fat) fit_rand_labels() (in module qulearn.memory)

forward() (CircuitLayer method) (MeasurementLayer method) (RademacherLoss method)

G

gen_data() (DataGenCapacity method) (DataGenFat method) (DataGenRademacher method) (DataGenTorch method) (NormalPrior method) (PriorTorch method) (UniformPrior method) gen_dataset_capacity() (in module qulearn.datagen)

gen_sigmas() (in module qulearn.datagen) gen_synthetic_features() (in module qulearn.datagen) gen_synthetic_features_normal() (in module qulearn.datagen) gen_synthetic_labels_fat() (in module qulearn.datagen) generate_lhs_samples() (in module qulearn.datagen) generate_model_lhs_samples() (in module qulearn.datagen) generate_samples_b_fat() (in module qulearn.datagen) generate_samples_r_fat() (in module qulearn.datagen)

H

HadamardLayer (class in qulearn.qlayer)

HamiltonianLayer (class in qulearn.qlayer) HatBasisQFE (class in qulearn.qlayer)

I

IQPEAltRotCXLayer (class in qulearn.qlayer)

IQPEmbeddingLayer (class in qulearn.qlayer) IQPERYCZLayer (class in qulearn.qlayer)

K

kernel_ridge_regression() (RidgeRegression method)

L

Linear2DBasisQFE (class in qulearn.qlayer)

M

MeasurementLayer (class in qulearn.qlayer) MeasurementType (class in qulearn.qlayer) memory() (in module qulearn.memory) module qulearn.datagen qulearn.fat qulearn.loss qulearn.memory qulearn.observable qulearn.qlayer qulearn.rademacher qulearn.trainer qulearn.utils

N

normalize_const() (in module qulearn.fat)

NormalPrior (class in qulearn.datagen)

P

ParallelEntangledIQPEncoding (class in qulearn.qlayer) ParallelIQPEncoding (class in qulearn.qlayer) parities_all_observables() (in module qulearn.observable) parities_outcome() (in module qulearn.utils) parities_outcome_probs() (in module qulearn.utils)

parity_all_hamiltonian() (in module qulearn.observable) PriorTorch (class in qulearn.datagen) Probabilities (MeasurementType attribute) probabilities() (MeasurementLayer method) probabilities_to_dictionary() (in module qulearn.utils)

Q

qulearn.datagen module qulearn.fat module qulearn.loss module qulearn.memory module qulearn.observable module

qulearn.qlayer module qulearn.rademacher module qulearn.trainer module qulearn.utils module

R

rademacher() (in module qulearn.rademacher) RademacherLoss (class in qulearn.loss)

RidgeRegression (class in qulearn.trainer) RYCZLayer (class in qulearn.qlayer)

S

Samples (MeasurementType attribute) samples() (MeasurementLayer method) samples_to_dictionary() (in module qulearn.utils)

sequence2parity_observable() (in module qulearn.observable) set_qnode() (MeasurementLayer method) set_wires() (CircuitLayer method) SupervisedTrainer (class in qulearn.trainer)

T

train() (RidgeRegression method) (SupervisedTrainer method)

train_epoch() (SupervisedTrainer method) TwoQubitRotCXMPSLayer (class in qulearn.qlayer)

U

UniformPrior (class in qulearn.datagen)

V

validate_epoch() (SupervisedTrainer method)