Index

_

__getattr__() (qucumber.callbacks.MetricEvaluator method) (qucumber.callbacks.observable_evaluator.ObservableStatistics method) (qucumber.callbacks.ObservableEvaluator method)

__getitem__() (qucumber.callbacks.MetricEvaluator method) (qucumber.callbacks.ObservableEvaluator method) __len__() (qucumber.callbacks.MetricEvaluator method) (qucumber.callbacks.ObservableEvaluator method)

A

absolute_value() (in module qucumber.utils.cplx) am_grads() (qucumber.nn_states.ComplexWaveFunction method) (qucumber.nn_states.DensityMatrix method) amplitude() (qucumber.nn_states.ComplexWaveFunction method) (qucumber.nn_states.PositiveWaveFunction method) (qucumber.nn_states.WaveFunctionBase method) apply() (qucumber.observables.NeighbourInteraction method) (qucumber.observables.ObservableBase method) (qucumber.observables.SigmaX method) (qucumber.observables.SigmaY method) (qucumber.observables.SigmaZ method)

autoload() (qucumber.nn_states.ComplexWaveFunction static method) (qucumber.nn_states.DensityMatrix static method) (qucumber.nn_states.NeuralStateBase static method) (qucumber.nn_states.PositiveWaveFunction static method)

B

BinaryRBM (class in qucumber.rbm)

C

CallbackBase (class in qucumber.callbacks) clear_history() (qucumber.callbacks.MetricEvaluator method) (qucumber.callbacks.ObservableEvaluator method) ComplexWaveFunction (class in qucumber.nn_states) compute_batch_gradients() (qucumber.nn_states.ComplexWaveFunction method) (qucumber.nn_states.DensityMatrix method) (qucumber.nn_states.NeuralStateBase method) (qucumber.nn_states.PositiveWaveFunction method) compute_exact_gradients() (qucumber.nn_states.ComplexWaveFunction method) (qucumber.nn_states.DensityMatrix method) (qucumber.nn_states.NeuralStateBase method) (qucumber.nn_states.PositiveWaveFunction method)

compute_exact_grads() (qucumber.nn_states.PositiveWaveFunction method) compute_normalization() (qucumber.nn_states.ComplexWaveFunction method) (qucumber.nn_states.DensityMatrix method) (qucumber.nn_states.NeuralStateBase method) (qucumber.nn_states.PositiveWaveFunction method) conj() (in module qucumber.utils.cplx) conjugate() (in module qucumber.utils.cplx)

D

DensityMatrix (class in qucumber.nn_states) device (qucumber.nn_states.ComplexWaveFunction property) (qucumber.nn_states.DensityMatrix property) (qucumber.nn_states.NeuralStateBase property) (qucumber.nn_states.PositiveWaveFunction property)

E

EarlyStopping (class in qucumber.callbacks) effective_energy() (qucumber.rbm.BinaryRBM method) (qucumber.rbm.PurificationRBM method) effective_energy_gradient() (qucumber.rbm.BinaryRBM method) (qucumber.rbm.PurificationRBM method)

einsum() (in module qucumber.utils.cplx) elementwise_division() (in module qucumber.utils.cplx) elementwise_mult() (in module qucumber.utils.cplx) epochs (qucumber.callbacks.MetricEvaluator property) (qucumber.callbacks.ObservableEvaluator property) extract_refbasis_samples() (in module qucumber.utils.data)

F

fidelity() (in module qucumber.utils.training_statistics) fit() (qucumber.nn_states.ComplexWaveFunction method) (qucumber.nn_states.DensityMatrix method) (qucumber.nn_states.NeuralStateBase method) (qucumber.nn_states.PositiveWaveFunction method)

G

gamma() (qucumber.rbm.PurificationRBM method) gamma_grad() (qucumber.rbm.PurificationRBM method) generate_hilbert_space() (qucumber.nn_states.ComplexWaveFunction method) (qucumber.nn_states.DensityMatrix method) (qucumber.nn_states.NeuralStateBase method) (qucumber.nn_states.PositiveWaveFunction method) get_value() (qucumber.callbacks.MetricEvaluator method) (qucumber.callbacks.ObservableEvaluator method)

gibbs_steps() (qucumber.rbm.BinaryRBM method) (qucumber.rbm.PurificationRBM method) gradient() (qucumber.nn_states.ComplexWaveFunction method) (qucumber.nn_states.DensityMatrix method) (qucumber.nn_states.NeuralStateBase method) (qucumber.nn_states.PositiveWaveFunction method)

I

imag() (in module qucumber.utils.cplx) importance_sampling_denominator() (qucumber.nn_states.ComplexWaveFunction method) (qucumber.nn_states.DensityMatrix method) (qucumber.nn_states.NeuralStateBase method) (qucumber.nn_states.PositiveWaveFunction method) (qucumber.nn_states.WaveFunctionBase method) importance_sampling_numerator() (qucumber.nn_states.ComplexWaveFunction method) (qucumber.nn_states.DensityMatrix method) (qucumber.nn_states.NeuralStateBase method) (qucumber.nn_states.PositiveWaveFunction method) (qucumber.nn_states.WaveFunctionBase method)

importance_sampling_weight() (qucumber.nn_states.ComplexWaveFunction method) (qucumber.nn_states.DensityMatrix method) (qucumber.nn_states.NeuralStateBase method) (qucumber.nn_states.PositiveWaveFunction method) initialize_parameters() (qucumber.rbm.BinaryRBM method) (qucumber.rbm.PurificationRBM method) inner_prod() (in module qucumber.utils.cplx) inverse() (in module qucumber.utils.cplx)

K

KL() (in module qucumber.utils.training_statistics)

kronecker_prod() (in module qucumber.utils.cplx)

L

LambdaCallback (class in qucumber.callbacks) LivePlotting (class in qucumber.callbacks) load() (qucumber.nn_states.ComplexWaveFunction method) (qucumber.nn_states.DensityMatrix method) (qucumber.nn_states.NeuralStateBase method) (qucumber.nn_states.PositiveWaveFunction method)

load_data() (in module qucumber.utils.data) load_data_DM() (in module qucumber.utils.data) Logger (class in qucumber.callbacks)

M

make_complex() (in module qucumber.utils.cplx) matmul() (in module qucumber.utils.cplx) max_size (qucumber.nn_states.ComplexWaveFunction property) (qucumber.nn_states.DensityMatrix property) (qucumber.nn_states.NeuralStateBase property) (qucumber.nn_states.PositiveWaveFunction property)

MetricEvaluator (class in qucumber.callbacks) mixing_term() (qucumber.rbm.PurificationRBM method) ModelSaver (class in qucumber.callbacks) module qucumber.utils.cplx qucumber.utils.data qucumber.utils.training_statistics

N

name (qucumber.observables.NeighbourInteraction property) (qucumber.observables.ObservableBase property) (qucumber.observables.SigmaX property) (qucumber.observables.SigmaY property) (qucumber.observables.SigmaZ property) names (qucumber.callbacks.MetricEvaluator property) (qucumber.callbacks.ObservableEvaluator property) NeighbourInteraction (class in qucumber.observables) networks (qucumber.nn_states.ComplexWaveFunction property) (qucumber.nn_states.DensityMatrix property) (qucumber.nn_states.NeuralStateBase property) (qucumber.nn_states.PositiveWaveFunction property)

NeuralStateBase (class in qucumber.nn_states) NLL() (in module qucumber.utils.training_statistics) norm() (in module qucumber.utils.cplx) norm_sqr() (in module qucumber.utils.cplx) normalization() (qucumber.nn_states.ComplexWaveFunction method) (qucumber.nn_states.DensityMatrix method) (qucumber.nn_states.NeuralStateBase method) (qucumber.nn_states.PositiveWaveFunction method) numpy() (in module qucumber.utils.cplx)

O

ObservableBase (class in qucumber.observables) ObservableEvaluator (class in qucumber.callbacks) ObservableStatistics (class in qucumber.callbacks.observable_evaluator) on_batch_end() (qucumber.callbacks.CallbackBase method) on_batch_start() (qucumber.callbacks.CallbackBase method)

on_epoch_end() (qucumber.callbacks.CallbackBase method) on_epoch_start() (qucumber.callbacks.CallbackBase method) on_train_end() (qucumber.callbacks.CallbackBase method) on_train_start() (qucumber.callbacks.CallbackBase method) outer_prod() (in module qucumber.utils.cplx)

P

partition() (qucumber.rbm.BinaryRBM method) (qucumber.rbm.PurificationRBM method) ph_grads() (qucumber.nn_states.ComplexWaveFunction method) (qucumber.nn_states.DensityMatrix method) phase() (qucumber.nn_states.ComplexWaveFunction method) (qucumber.nn_states.PositiveWaveFunction method) (qucumber.nn_states.WaveFunctionBase method) pi() (qucumber.nn_states.DensityMatrix method) pi_grad() (qucumber.nn_states.DensityMatrix method) positive_phase_gradients() (qucumber.nn_states.ComplexWaveFunction method) (qucumber.nn_states.DensityMatrix method) (qucumber.nn_states.NeuralStateBase method) (qucumber.nn_states.PositiveWaveFunction method)

PositiveWaveFunction (class in qucumber.nn_states) prob_a_given_v() (qucumber.rbm.PurificationRBM method) prob_h_given_v() (qucumber.rbm.BinaryRBM method) (qucumber.rbm.PurificationRBM method) prob_v_given_h() (qucumber.rbm.BinaryRBM method) prob_v_given_ha() (qucumber.rbm.PurificationRBM method) probability() (qucumber.nn_states.ComplexWaveFunction method) (qucumber.nn_states.DensityMatrix method) (qucumber.nn_states.NeuralStateBase method) (qucumber.nn_states.PositiveWaveFunction method) psi() (qucumber.nn_states.ComplexWaveFunction method) (qucumber.nn_states.PositiveWaveFunction method) (qucumber.nn_states.WaveFunctionBase method) PurificationRBM (class in qucumber.rbm)

Q

qucumber.utils.cplx module qucumber.utils.data module

qucumber.utils.training_statistics module

R

rbm_am (qucumber.nn_states.ComplexWaveFunction property) (qucumber.nn_states.DensityMatrix property) (qucumber.nn_states.NeuralStateBase property) (qucumber.nn_states.PositiveWaveFunction property) rbm_ph (qucumber.nn_states.ComplexWaveFunction property) (qucumber.nn_states.DensityMatrix property) real() (in module qucumber.utils.cplx)

reinitialize_parameters() (qucumber.nn_states.ComplexWaveFunction method) (qucumber.nn_states.DensityMatrix method) (qucumber.nn_states.NeuralStateBase method) (qucumber.nn_states.PositiveWaveFunction method) (qucumber.nn_states.WaveFunctionBase method) rho() (qucumber.nn_states.DensityMatrix method) rotated_gradient() (qucumber.nn_states.ComplexWaveFunction method) (qucumber.nn_states.DensityMatrix method)

S

sample() (qucumber.nn_states.ComplexWaveFunction method) (qucumber.nn_states.DensityMatrix method) (qucumber.nn_states.NeuralStateBase method) (qucumber.nn_states.PositiveWaveFunction method) (qucumber.observables.NeighbourInteraction method) (qucumber.observables.ObservableBase method) (qucumber.observables.SigmaX method) (qucumber.observables.SigmaY method) (qucumber.observables.SigmaZ method) sample_a_given_v() (qucumber.rbm.PurificationRBM method) sample_h_given_v() (qucumber.rbm.BinaryRBM method) (qucumber.rbm.PurificationRBM method) sample_v_given_h() (qucumber.rbm.BinaryRBM method) sample_v_given_ha() (qucumber.rbm.PurificationRBM method) save() (qucumber.nn_states.ComplexWaveFunction method) (qucumber.nn_states.DensityMatrix method) (qucumber.nn_states.NeuralStateBase method) (qucumber.nn_states.PositiveWaveFunction method) scalar_divide() (in module qucumber.utils.cplx) scalar_mult() (in module qucumber.utils.cplx) SigmaX (class in qucumber.observables) SigmaY (class in qucumber.observables) SigmaZ (class in qucumber.observables)

sigmoid() (in module qucumber.utils.cplx) statistics() (qucumber.observables.NeighbourInteraction method) (qucumber.observables.ObservableBase method) (qucumber.observables.SigmaX method) (qucumber.observables.SigmaY method) (qucumber.observables.SigmaZ method) statistics_from_samples() (qucumber.observables.NeighbourInteraction method) (qucumber.observables.ObservableBase method) (qucumber.observables.SigmaX method) (qucumber.observables.SigmaY method) (qucumber.observables.SigmaZ method) stop_training (qucumber.nn_states.ComplexWaveFunction property) (qucumber.nn_states.DensityMatrix property) (qucumber.nn_states.NeuralStateBase property) (qucumber.nn_states.PositiveWaveFunction property) subspace_vector() (qucumber.nn_states.ComplexWaveFunction method) (qucumber.nn_states.DensityMatrix method) (qucumber.nn_states.NeuralStateBase method) (qucumber.nn_states.PositiveWaveFunction method) symbol (qucumber.observables.NeighbourInteraction property) (qucumber.observables.ObservableBase property) (qucumber.observables.SigmaX property) (qucumber.observables.SigmaY property) (qucumber.observables.SigmaZ property)

T

Timer (class in qucumber.callbacks)

V

VarianceBasedEarlyStopping (class in qucumber.callbacks)

W

WaveFunctionBase (class in qucumber.nn_states)