Index

A

AngleEncoding (class in piqture.embeddings.angle_encoding)

auxiliary_parameterization() (piqture.gates.two_qubit_unitary.TwoQubitUnitary method) (piqture.gates.unitary_block.UnitaryBlock method)

B

BaseLayer (class in piqture.neural_networks.layers.base_layer) BaseTensorNetwork (class in piqture.tensor_networks.base_tensor_network) BRQI (class in piqture.embeddings.image_embeddings) (class in piqture.embeddings.image_embeddings.brqi) brqi() (piqture.embeddings.image_embeddings.BRQI method) (piqture.embeddings.image_embeddings.brqi.BRQI method)

build_layer() (piqture.neural_networks.layers.base_layer.BaseLayer method) (piqture.neural_networks.layers.convolutional_layer.QuantumConvolutionalLayer method) (piqture.neural_networks.layers.fully_connected_layer.FullyConnectedLayer method) (piqture.neural_networks.layers.pooling_layer.QuantumPoolingLayer2 method) (piqture.neural_networks.layers.pooling_layer.QuantumPoolingLayer3 method)

C

channel_index() (piqture.embeddings.image_embeddings.MCRQI method) (piqture.embeddings.image_embeddings.mcrqi.MCRQI method), [1] (piqture.mixin.image_embedding_mixin.ImageMixin static method) circuit (piqture.embeddings.angle_encoding.AngleEncoding property) (piqture.embeddings.image_embeddings.BRQI property) (piqture.embeddings.image_embeddings.brqi.BRQI property) (piqture.embeddings.image_embeddings.FRQI property) (piqture.embeddings.image_embeddings.frqi.FRQI property), [1] (piqture.embeddings.image_embeddings.INEQR property) (piqture.embeddings.image_embeddings.ineqr.INEQR property), [1] (piqture.embeddings.image_embeddings.MCRQI property) (piqture.embeddings.image_embeddings.mcrqi.MCRQI property), [1] (piqture.embeddings.image_embeddings.NEQR property) (piqture.embeddings.image_embeddings.neqr.NEQR property), [1] (piqture.neural_networks.layers.base_layer.BaseLayer property) (piqture.neural_networks.quantum_neural_network.QuantumNeuralNetwork property) (piqture.tensor_networks.base_tensor_network.BaseTensorNetwork property)

collate_fn() (in module piqture.data_loader.mnist_data_loader), [1] complex_general_block() (piqture.gates.two_qubit_unitary.TwoQubitUnitary static method) complex_simple_block() (piqture.gates.two_qubit_unitary.TwoQubitUnitary static method)

E

embedding() (piqture.embeddings.angle_encoding.AngleEncoding method)

F

FRQI (class in piqture.embeddings.image_embeddings) (class in piqture.embeddings.image_embeddings.frqi), [1]

frqi() (piqture.embeddings.image_embeddings.FRQI method) (piqture.embeddings.image_embeddings.frqi.FRQI method), [1] FullyConnectedLayer (class in piqture.neural_networks.layers.fully_connected_layer)

G

general_parameterization() (piqture.gates.two_qubit_unitary.TwoQubitUnitary method) (piqture.gates.unitary_block.UnitaryBlock method)

I

ImageEmbedding (class in piqture.embeddings.image_embedding) ImageMixin (class in piqture.mixin.image_embedding_mixin) INEQR (class in piqture.embeddings.image_embeddings) (class in piqture.embeddings.image_embeddings.ineqr), [1]

ineqr() (piqture.embeddings.image_embeddings.INEQR method) (piqture.embeddings.image_embeddings.ineqr.INEQR method), [1]

L

load_mnist_dataset() (in module piqture.data_loader.mnist_data_loader), [1]

M

MCRQI (class in piqture.embeddings.image_embeddings) (class in piqture.embeddings.image_embeddings.mcrqi), [1] mcrqi() (piqture.embeddings.image_embeddings.MCRQI method) (piqture.embeddings.image_embeddings.mcrqi.MCRQI method), [1] MERA (class in piqture.tensor_networks.mera) mera_backbone() (piqture.tensor_networks.mera.MERA method) mera_general() (piqture.tensor_networks.mera.MERA method) mera_simple() (piqture.tensor_networks.mera.MERA method) MinMaxNormalization (class in piqture.transforms.transforms) module piqture.data_loader.mnist_data_loader piqture.embeddings.amplitude_encoder piqture.embeddings.angle_encoding piqture.embeddings.image_embedding piqture.embeddings.image_embeddings piqture.embeddings.image_embeddings.brqi piqture.embeddings.image_embeddings.frqi, [1] piqture.embeddings.image_embeddings.ineqr, [1] piqture.embeddings.image_embeddings.mcrqi, [1] piqture.embeddings.image_embeddings.neqr, [1] piqture.gates.two_qubit_unitary piqture.gates.unitary_block piqture.mixin.image_embedding_mixin piqture.neural_networks.layers.base_layer piqture.neural_networks.layers.convolutional_layer piqture.neural_networks.layers.fully_connected_layer piqture.neural_networks.layers.pooling_layer piqture.neural_networks.qcnn piqture.neural_networks.quantum_autoencoder piqture.neural_networks.quantum_neural_network piqture.tensor_networks.base_tensor_network piqture.tensor_networks.mera piqture.tensor_networks.mps piqture.tensor_networks.peps piqture.tensor_networks.ttn piqture.transforms.transforms piqture.variational_classifiers.data_reuploading piqture.variational_classifiers.kernel_estimator piqture.variational_classifiers.variational_classifier

MPS (class in piqture.tensor_networks.mps) mps_backbone() (piqture.tensor_networks.mps.MPS method) mps_general() (piqture.tensor_networks.mps.MPS method) mps_simple() (piqture.tensor_networks.mps.MPS method) mps_with_aux() (piqture.tensor_networks.mps.MPS method)

N

NEQR (class in piqture.embeddings.image_embeddings) (class in piqture.embeddings.image_embeddings.neqr), [1]

neqr() (piqture.embeddings.image_embeddings.NEQR method) (piqture.embeddings.image_embeddings.neqr.NEQR method), [1] num_qubits (piqture.neural_networks.layers.base_layer.BaseLayer property)

P

parameters (piqture.embeddings.image_embedding.ImageEmbedding property) piqture.data_loader.mnist_data_loader module piqture.embeddings.amplitude_encoder module piqture.embeddings.angle_encoding module piqture.embeddings.image_embedding module piqture.embeddings.image_embeddings module piqture.embeddings.image_embeddings.brqi module piqture.embeddings.image_embeddings.frqi module, [1] piqture.embeddings.image_embeddings.ineqr module, [1] piqture.embeddings.image_embeddings.mcrqi module, [1] piqture.embeddings.image_embeddings.neqr module, [1] piqture.gates.two_qubit_unitary module piqture.gates.unitary_block module piqture.mixin.image_embedding_mixin module piqture.neural_networks.layers.base_layer module piqture.neural_networks.layers.convolutional_layer module piqture.neural_networks.layers.fully_connected_layer module piqture.neural_networks.layers.pooling_layer module piqture.neural_networks.qcnn module piqture.neural_networks.quantum_autoencoder module piqture.neural_networks.quantum_neural_network module

piqture.tensor_networks.base_tensor_network module piqture.tensor_networks.mera module piqture.tensor_networks.mps module piqture.tensor_networks.peps module piqture.tensor_networks.ttn module piqture.transforms.transforms module piqture.variational_classifiers.data_reuploading module piqture.variational_classifiers.kernel_estimator module piqture.variational_classifiers.variational_classifier module pixel_position() (piqture.embeddings.angle_encoding.AngleEncoding method) (piqture.embeddings.image_embedding.ImageEmbedding method) (piqture.embeddings.image_embeddings.BRQI method) (piqture.embeddings.image_embeddings.brqi.BRQI method) (piqture.embeddings.image_embeddings.FRQI method) (piqture.embeddings.image_embeddings.frqi.FRQI method), [1] (piqture.embeddings.image_embeddings.MCRQI method) (piqture.embeddings.image_embeddings.mcrqi.MCRQI method), [1] (piqture.embeddings.image_embeddings.NEQR method) (piqture.embeddings.image_embeddings.neqr.NEQR method), [1] (piqture.mixin.image_embedding_mixin.ImageMixin static method) pixel_value() (piqture.embeddings.angle_encoding.AngleEncoding method) (piqture.embeddings.image_embedding.ImageEmbedding method) (piqture.embeddings.image_embeddings.BRQI method) (piqture.embeddings.image_embeddings.brqi.BRQI method) (piqture.embeddings.image_embeddings.FRQI method) (piqture.embeddings.image_embeddings.frqi.FRQI method), [1] (piqture.embeddings.image_embeddings.MCRQI method) (piqture.embeddings.image_embeddings.mcrqi.MCRQI method), [1] (piqture.embeddings.image_embeddings.NEQR method) (piqture.embeddings.image_embeddings.neqr.NEQR method), [1] (piqture.mixin.image_embedding_mixin.ImageMixin method)

Q

QCNN (class in piqture.neural_networks.qcnn) QuantumConvolutionalLayer (class in piqture.neural_networks.layers.convolutional_layer)

QuantumNeuralNetwork (class in piqture.neural_networks.quantum_neural_network) QuantumPoolingLayer2 (class in piqture.neural_networks.layers.pooling_layer) QuantumPoolingLayer3 (class in piqture.neural_networks.layers.pooling_layer)

R

real_general_block() (piqture.gates.two_qubit_unitary.TwoQubitUnitary static method)

real_simple_block() (piqture.gates.two_qubit_unitary.TwoQubitUnitary static method)

S

sequence() (piqture.neural_networks.qcnn.QCNN method) (piqture.neural_networks.quantum_neural_network.QuantumNeuralNetwork method)

simple_parameterization() (piqture.gates.two_qubit_unitary.TwoQubitUnitary method) (piqture.gates.unitary_block.UnitaryBlock method)

T

TTN (class in piqture.tensor_networks.ttn) ttn_backbone() (piqture.tensor_networks.ttn.TTN method) ttn_general() (piqture.tensor_networks.ttn.TTN method)

ttn_simple() (piqture.tensor_networks.ttn.TTN method) ttn_with_aux() (piqture.tensor_networks.ttn.TTN method) TwoQubitUnitary (class in piqture.gates.two_qubit_unitary)

U

UnitaryBlock (class in piqture.gates.unitary_block)

unmeasured_bits (piqture.neural_networks.layers.base_layer.BaseLayer property)

V

validate_image_dimensions() (piqture.embeddings.angle_encoding.AngleEncoding method) (piqture.embeddings.image_embedding.ImageEmbedding method) (piqture.embeddings.image_embeddings.INEQR method) (piqture.embeddings.image_embeddings.ineqr.INEQR method), [1] validate_max_color_intensity() (piqture.embeddings.image_embeddings.BRQI method) (piqture.embeddings.image_embeddings.brqi.BRQI method) validate_number_pixel_lists() (piqture.embeddings.angle_encoding.AngleEncoding method) (piqture.embeddings.image_embedding.ImageEmbedding method) (piqture.embeddings.image_embeddings.BRQI method) (piqture.embeddings.image_embeddings.brqi.BRQI method)

validate_number_pixels() (piqture.embeddings.angle_encoding.AngleEncoding static method) (piqture.embeddings.image_embedding.ImageEmbedding static method) (piqture.embeddings.image_embeddings.INEQR static method) (piqture.embeddings.image_embeddings.ineqr.INEQR static method), [1]