Index

A

adjoint_transform() (neurophox.torch.generic.MeshTorchLayer method)

adjoint_variable_fields() (neurophox.numpy.generic.MeshNumpyLayer method) adjoint_variable_gradient() (neurophox.numpy.generic.MeshNumpyLayer method)

B

Beamsplitter (class in neurophox.components.transfermatrix) beamsplitter_layers() (neurophox.numpy.generic.MeshNumpy method) BlochMZI (class in neurophox.components.mzi) BM (class in neurophox.tensorflow.layers) BMNumpy (class in neurophox.numpy.layers)

BMTorch (class in neurophox.torch.layers) butterfly_layer_permutation() (in module neurophox.helpers) butterfly_permutation() (in module neurophox.helpers) ButterflyMeshModel (class in neurophox.meshmodel) ButterflyPerm (class in neurophox.tensorflow.layers) (class in neurophox.torch.layers)

C

call() (neurophox.tensorflow.generic.TransformerLayer method) checkerboard_arrangement() (neurophox.numpy.generic.MeshParam property) cnorm() (in module neurophox.ml.nonlinearities) cnormsq() (in module neurophox.ml.nonlinearities) common_mode_arrangement() (neurophox.numpy.generic.MeshParam property) (neurophox.tensorflow.generic.MeshParamTensorflow property) (neurophox.torch.generic.MeshParamTorch property)

complex_mse() (in module neurophox.ml.linear) CompoundTransformerLayer (class in neurophox.tensorflow.generic) (class in neurophox.torch.generic) CompoundTransformerNumpyLayer (class in neurophox.numpy.generic) ConstantPhaseInitializer (class in neurophox.initializers)

D

Diagonal (class in neurophox.tensorflow.layers) DiagonalPhaseLayer (class in neurophox.tensorflow.layers)

differential_mode_arrangement() (neurophox.numpy.generic.MeshParam property) (neurophox.tensorflow.generic.MeshParamTensorflow property) (neurophox.torch.generic.MeshParamTorch property)

E

external_phase_shift_layers() (neurophox.numpy.generic.MeshPhases property) (neurophox.tensorflow.generic.MeshPhasesTensorflow property) (neurophox.torch.generic.MeshPhasesTorch property)

external_phase_shifts() (neurophox.numpy.generic.MeshPhases property) (neurophox.tensorflow.generic.MeshPhasesTensorflow property) (neurophox.torch.generic.MeshPhasesTorch property)

F

fix_phase_tf() (in module neurophox.helpers)

fix_phase_torch() (in module neurophox.helpers) forward() (neurophox.torch.generic.TransformerLayer method)

G

generate_keras_batch() (in module neurophox.ml.linear) get_alpha_checkerboard() (in module neurophox.helpers) get_alpha_checkerboard_general() (in module neurophox.helpers) get_default_coarse_grain_block_sizes() (in module neurophox.helpers) get_efficient_coarse_grain_block_sizes() (in module neurophox.helpers) get_haar_diagonal_sequence() (in module neurophox.helpers) get_haar_theta() (in module neurophox.initializers)

get_initializer() (in module neurophox.initializers) get_mzi_transfer_matrix() (in module neurophox.components.mzi) get_ortho_haar_theta() (in module neurophox.initializers) get_tdc_transfer_matrix() (in module neurophox.components.mzi) givens_rotation() (neurophox.components.transfermatrix.PairwiseUnitary method) glue_permutations() (in module neurophox.helpers) grid_permutation() (in module neurophox.helpers) grid_viz_permutation() (in module neurophox.helpers)

H

HaarRandomPhaseInitializer (class in neurophox.initializers)

I

init() (neurophox.meshmodel.MeshModel property) internal_phase_shift_layers() (neurophox.numpy.generic.MeshPhases property) (neurophox.tensorflow.generic.MeshPhasesTensorflow property) (neurophox.torch.generic.MeshPhasesTorch property) internal_phase_shifts() (neurophox.numpy.generic.MeshPhases property) (neurophox.tensorflow.generic.MeshPhasesTensorflow property) (neurophox.torch.generic.MeshPhasesTorch property) inverse_matrix() (neurophox.components.transfermatrix.PairwiseUnitary property) (neurophox.numpy.generic.TransformerNumpyLayer property) (neurophox.tensorflow.generic.TransformerLayer property) (neurophox.torch.generic.TransformerLayer method) inverse_permutation() (in module neurophox.helpers) inverse_propagate() (neurophox.numpy.generic.MeshNumpyLayer method) (neurophox.numpy.layers.RMNumpy method) (neurophox.numpy.layers.TMNumpy method) inverse_transform() (neurophox.numpy.generic.CompoundTransformerNumpyLayer method) (neurophox.numpy.generic.MeshNumpyLayer method) (neurophox.numpy.generic.MeshVerticalNumpyLayer method) (neurophox.numpy.generic.TransformerNumpyLayer method) (neurophox.tensorflow.generic.CompoundTransformerLayer method) (neurophox.tensorflow.generic.MeshLayer method) (neurophox.tensorflow.generic.MeshVerticalLayer method) (neurophox.tensorflow.generic.PermutationLayer method) (neurophox.tensorflow.generic.TransformerLayer method) (neurophox.tensorflow.layers.Diagonal method) (neurophox.tensorflow.layers.DiagonalPhaseLayer method) (neurophox.torch.generic.CompoundTransformerLayer method) (neurophox.torch.generic.MeshTorchLayer method) (neurophox.torch.generic.MeshVerticalLayer method) (neurophox.torch.generic.PermutationLayer method) (neurophox.torch.generic.TransformerLayer method)

iterate() (neurophox.ml.linear.LinearMultiModelRunner method)

L

LinearMultiModelRunner (class in neurophox.ml.linear)

M

matrix() (neurophox.components.mzi.MZI property) (neurophox.components.transfermatrix.Beamsplitter property) (neurophox.components.transfermatrix.PairwiseUnitary property) (neurophox.components.transfermatrix.PhaseShiftCommonMode property) (neurophox.components.transfermatrix.PhaseShiftDifferentialMode property) (neurophox.components.transfermatrix.PhaseShiftLower property) (neurophox.components.transfermatrix.PhaseShiftUpper property) (neurophox.numpy.generic.TransformerNumpyLayer property) (neurophox.tensorflow.generic.TransformerLayer property) (neurophox.torch.generic.TransformerLayer method) Mesh (class in neurophox.tensorflow.generic) mesh_layers() (neurophox.numpy.generic.MeshNumpy method) (neurophox.tensorflow.generic.Mesh method) (neurophox.torch.generic.MeshTorchLayer method) MeshLayer (class in neurophox.tensorflow.generic) MeshModel (class in neurophox.meshmodel) MeshNumpy (class in neurophox.numpy.generic) MeshNumpyLayer (class in neurophox.numpy.generic) MeshParam (class in neurophox.numpy.generic) MeshParamTensorflow (class in neurophox.tensorflow.generic) MeshParamTorch (class in neurophox.torch.generic) MeshPhaseInitializer (class in neurophox.initializers) MeshPhases (class in neurophox.numpy.generic)

MeshPhasesTensorflow (class in neurophox.tensorflow.generic) MeshPhasesTorch (class in neurophox.torch.generic) MeshTorchLayer (class in neurophox.torch.generic) MeshVerticalLayer (class in neurophox.tensorflow.generic) (class in neurophox.torch.generic) MeshVerticalNumpyLayer (class in neurophox.numpy.generic) module neurophox.components.mzi neurophox.components.transfermatrix neurophox.helpers neurophox.initializers neurophox.meshmodel neurophox.ml.linear neurophox.ml.nonlinearities neurophox.numpy.generic neurophox.numpy.layers neurophox.tensorflow.generic neurophox.tensorflow.layers neurophox.torch.generic neurophox.torch.layers MZI (class in neurophox.components.mzi) mzi_error_matrices() (neurophox.meshmodel.MeshModel property) mzi_error_tensors() (neurophox.meshmodel.MeshModel property)

N

neurophox.components.mzi module neurophox.components.transfermatrix module neurophox.helpers module neurophox.initializers module neurophox.meshmodel module neurophox.ml.linear module neurophox.ml.nonlinearities module neurophox.numpy.generic module

neurophox.numpy.layers module neurophox.tensorflow.generic module neurophox.tensorflow.layers module neurophox.torch.generic module neurophox.torch.layers module neurophox_matplotlib_setup() (in module neurophox.helpers) normalized_fidelity() (in module neurophox.ml.linear) nullification_set() (neurophox.numpy.generic.MeshNumpyLayer property) nullify() (neurophox.components.mzi.SMMZI class method)

O

ordered_viz_permutation() (in module neurophox.helpers)

P

pairwise_off_diag_permutation() (in module neurophox.helpers) PairwiseUnitary (class in neurophox.components.transfermatrix) param_list() (neurophox.numpy.generic.MeshParam method) params() (neurophox.numpy.generic.MeshPhases property) PermutationLayer (class in neurophox.tensorflow.generic) (class in neurophox.torch.generic) PermutingRectangularMeshModel (class in neurophox.meshmodel) PhaseInitializer (class in neurophox.initializers) phases() (neurophox.numpy.generic.MeshNumpyLayer property) (neurophox.tensorflow.generic.MeshLayer property) (neurophox.torch.generic.MeshTorchLayer property) phases_and_layers() (neurophox.tensorflow.generic.MeshLayer property) PhaseShiftCommonMode (class in neurophox.components.transfermatrix) PhaseShiftDifferentialMode (class in neurophox.components.transfermatrix)

PhaseShiftLower (class in neurophox.components.transfermatrix) PhaseShiftUpper (class in neurophox.components.transfermatrix) phasor() (in module neurophox.torch.generic) plot() (neurophox.numpy.generic.TransformerNumpyLayer method) (neurophox.tensorflow.generic.TransformerLayer method) (neurophox.torch.generic.TransformerLayer method) plot_complex_matrix() (in module neurophox.helpers) PRM (class in neurophox.tensorflow.layers) prm_permutation() (in module neurophox.helpers) PRMNumpy (class in neurophox.numpy.layers) PRMPhaseInitializer (class in neurophox.initializers) PRMTorch (class in neurophox.torch.layers) propagate() (neurophox.numpy.generic.MeshNumpyLayer method) (neurophox.numpy.layers.RMNumpy method) (neurophox.numpy.layers.TMNumpy method)

R

random_gaussian_batch() (in module neurophox.helpers) rectangular_permutation() (in module neurophox.helpers) RectangularMeshModel (class in neurophox.meshmodel) RectangularPerm (class in neurophox.tensorflow.layers) (class in neurophox.torch.layers) reflectivity() (neurophox.components.mzi.MZI property) (neurophox.components.transfermatrix.Beamsplitter property) (neurophox.components.transfermatrix.PairwiseUnitary property)

RM (class in neurophox.tensorflow.layers) RMNumpy (class in neurophox.numpy.layers) RMTorch (class in neurophox.torch.layers) run() (neurophox.ml.linear.LinearMultiModelRunner method)

S

save() (neurophox.ml.linear.LinearMultiModelRunner method) single_mode_arrangement() (neurophox.numpy.generic.MeshParam property) (neurophox.tensorflow.generic.MeshParamTensorflow property) (neurophox.torch.generic.MeshParamTorch property)

SMMZI (class in neurophox.components.mzi) SVD (class in neurophox.tensorflow.layers)

T

TM (class in neurophox.tensorflow.layers) TMNumpy (class in neurophox.numpy.layers) TMTorch (class in neurophox.torch.layers) to_absolute_theta() (in module neurophox.helpers) to_np() (neurophox.initializers.ConstantPhaseInitializer method) (neurophox.initializers.HaarRandomPhaseInitializer method) (neurophox.initializers.MeshPhaseInitializer method) (neurophox.initializers.PhaseInitializer method) (neurophox.initializers.PRMPhaseInitializer method) (neurophox.initializers.UniformRandomPhaseInitializer method) to_stripe_array() (in module neurophox.helpers) to_tf() (neurophox.initializers.MeshPhaseInitializer method) to_torch() (neurophox.initializers.MeshPhaseInitializer method) training (neurophox.torch.generic.CompoundTransformerLayer attribute) (neurophox.torch.generic.MeshTorchLayer attribute) (neurophox.torch.generic.MeshVerticalLayer attribute) (neurophox.torch.generic.PermutationLayer attribute) (neurophox.torch.generic.TransformerLayer attribute) (neurophox.torch.layers.BMTorch attribute) (neurophox.torch.layers.ButterflyPerm attribute) (neurophox.torch.layers.PRMTorch attribute) (neurophox.torch.layers.RectangularPerm attribute) (neurophox.torch.layers.RMTorch attribute) (neurophox.torch.layers.TMTorch attribute)

transform() (neurophox.numpy.generic.CompoundTransformerNumpyLayer method) (neurophox.numpy.generic.MeshNumpyLayer method) (neurophox.numpy.generic.MeshVerticalNumpyLayer method) (neurophox.numpy.generic.TransformerNumpyLayer method) (neurophox.tensorflow.generic.CompoundTransformerLayer method) (neurophox.tensorflow.generic.MeshLayer method) (neurophox.tensorflow.generic.MeshVerticalLayer method) (neurophox.tensorflow.generic.PermutationLayer method) (neurophox.tensorflow.generic.TransformerLayer method) (neurophox.tensorflow.layers.Diagonal method) (neurophox.tensorflow.layers.DiagonalPhaseLayer method) (neurophox.torch.generic.CompoundTransformerLayer method) (neurophox.torch.generic.MeshTorchLayer method) (neurophox.torch.generic.MeshVerticalLayer method) (neurophox.torch.generic.PermutationLayer method) (neurophox.torch.generic.TransformerLayer method) TransformerLayer (class in neurophox.tensorflow.generic) (class in neurophox.torch.generic) TransformerNumpyLayer (class in neurophox.numpy.generic) transmissivity() (neurophox.components.mzi.MZI property) (neurophox.components.transfermatrix.Beamsplitter property) (neurophox.components.transfermatrix.PairwiseUnitary property) tri_phase_tf() (in module neurophox.helpers) tri_phase_torch() (in module neurophox.helpers) TriangularMeshModel (class in neurophox.meshmodel)

U

UniformRandomPhaseInitializer (class in neurophox.initializers)

update_tensorboard() (neurophox.ml.linear.LinearMultiModelRunner method)