Index

_

_axes_ (gyoza.modelling.flow_layers.FlowLayer attribute) (gyoza.modelling.masks.Mask attribute) _compute_coupling_parameters_ (gyoza.modelling.flow_layers.Coupling attribute) _couple_() (gyoza.modelling.flow_layers.AdditiveCoupling method) (gyoza.modelling.flow_layers.Coupling method) _decouple_() (gyoza.modelling.flow_layers.AdditiveCoupling method) (gyoza.modelling.flow_layers.Coupling method) _forward_permutation_ (gyoza.modelling.flow_layers.Permutation attribute) _inverse_mode_ (gyoza.modelling.flow_layers.Reflection attribute)

_inverse_permutation_ (gyoza.modelling.flow_layers.Permutation attribute) _location_ (gyoza.modelling.flow_layers.ActivationNormalization attribute) _mask_ (gyoza.modelling.flow_layers.Coupling attribute) (gyoza.modelling.masks.Mask attribute) _prepare_variables_for_computation_() (gyoza.modelling.flow_layers.ActivationNormalization method) _reflect_() (gyoza.modelling.flow_layers.Reflection method) _reflection_normals_ (gyoza.modelling.flow_layers.Reflection attribute) _scale_ (gyoza.modelling.flow_layers.ActivationNormalization attribute) _shape_ (gyoza.modelling.flow_layers.FlowLayer attribute) (gyoza.modelling.masks.Mask attribute)

A

ActivationNormalization (class in gyoza.modelling.flow_layers) ActivationNormalization._PositiveConstraint_ (class in gyoza.modelling.flow_layers) add() (gyoza.modelling.flow_layers.FlowModel method)

add_noise() (in module gyoza.tutorials.data_synthesis) AdditiveCoupling (class in gyoza.modelling.flow_layers) archimedian_spiral() (in module gyoza.tutorials.mathematics) arrange() (gyoza.modelling.masks.Mask method)

B

build() (gyoza.modelling.flow_layers.Coupling method) (gyoza.modelling.flow_layers.FlowModel method)

C

call() (gyoza.modelling.flow_layers.ActivationNormalization method) (gyoza.modelling.flow_layers.Coupling method) (gyoza.modelling.flow_layers.FlowLayer method) (gyoza.modelling.flow_layers.FlowModel method) (gyoza.modelling.flow_layers.Permutation method) (gyoza.modelling.flow_layers.Reflection method) (gyoza.modelling.losses.SupervisedFactorLoss method) (gyoza.modelling.masks.Mask method) cartesian_to_polar() (in module gyoza.tutorials.mathematics)

CheckerBoardMask (class in gyoza.modelling.masks) CheckerBoardPermutation (class in gyoza.modelling.flow_layers) color_palette (in module gyoza.tutorials.plotting) compute_jacobian_determinant() (gyoza.modelling.flow_layers.ActivationNormalization method) (gyoza.modelling.flow_layers.AdditiveCoupling method) (gyoza.modelling.flow_layers.Permutation method) (gyoza.modelling.flow_layers.Reflection method) Coupling (class in gyoza.modelling.flow_layers) create_data_set() (in module gyoza.tutorials.data_synthesis) cross_validate() (in module gyoza.tutorials.modelling)

D

DisentanglingFlowModel (class in gyoza.modelling.flow_layers)

E

evaluate_and_plot_networks() (in module gyoza.tutorials.plotting)

expand_axes() (in module gyoza.utilities.tensors)

F

factorized_pair_iterator() (in module gyoza.tutorials.data_synthesis) flatten_along_axes() (in module gyoza.utilities.tensors) FlowLayer (class in gyoza.modelling.flow_layers) FlowModel (class in gyoza.modelling.flow_layers) from_config() (gyoza.modelling.flow_layers.CheckerBoardPermutation class method) (gyoza.modelling.flow_layers.Coupling class method) (gyoza.modelling.flow_layers.FlowModel class method) (gyoza.modelling.flow_layers.HeavisidePermutation class method) (gyoza.modelling.flow_layers.ShufflePermutation class method) (gyoza.modelling.masks.CheckerBoardMask class method) (gyoza.modelling.masks.HeavisideMask class method) (gyoza.modelling.masks.Mask class method)

G

generate_rope_indices() (gyoza.modelling.flow_layers.CheckerBoardPermutation static method) get_config() (gyoza.modelling.flow_layers.Coupling method) (gyoza.modelling.flow_layers.FlowLayer method) (gyoza.modelling.flow_layers.FlowModel method) (gyoza.modelling.flow_layers.Permutation method) (gyoza.modelling.flow_layers.Reflection method) (gyoza.modelling.masks.Mask method) gyoza module gyoza.modelling module gyoza.modelling.flow_layers module gyoza.modelling.losses module

gyoza.modelling.masks module gyoza.tutorials module gyoza.tutorials.data_synthesis module gyoza.tutorials.mathematics module gyoza.tutorials.modelling module gyoza.tutorials.plotting module gyoza.utilities module gyoza.utilities.tensors module

H

HeavisideMask (class in gyoza.modelling.masks)

HeavisidePermutation (class in gyoza.modelling.flow_layers)

I

invert() (gyoza.modelling.flow_layers.ActivationNormalization method) (gyoza.modelling.flow_layers.Coupling method) (gyoza.modelling.flow_layers.FlowLayer method) (gyoza.modelling.flow_layers.FlowModel method) (gyoza.modelling.flow_layers.Permutation method) (gyoza.modelling.flow_layers.Reflection method)

is_end_of_axis() (gyoza.modelling.flow_layers.CheckerBoardPermutation static method)

L

logarithmic_spiral() (in module gyoza.tutorials.mathematics)

M

make_2_dimensional_gaussian() (in module gyoza.tutorials.plotting) make_color_wheel() (in module gyoza.tutorials.plotting) make_radial_line() (in module gyoza.tutorials.plotting) Mask (class in gyoza.modelling.masks) module gyoza gyoza.modelling gyoza.modelling.flow_layers gyoza.modelling.losses gyoza.modelling.masks gyoza.tutorials gyoza.tutorials.data_synthesis gyoza.tutorials.mathematics gyoza.tutorials.modelling gyoza.tutorials.plotting gyoza.utilities gyoza.utilities.tensors

move_axis() (in module gyoza.utilities.tensors)

N

normal() (in module gyoza.tutorials.mathematics)

P

Permutation (class in gyoza.modelling.flow_layers) plot_contribution_per_layer() (in module gyoza.tutorials.plotting) plot_input_output() (in module gyoza.tutorials.plotting) plot_instance_pairs() (in module gyoza.tutorials.plotting)

plot_instance_pairs_2() (in module gyoza.tutorials.plotting) plot_inverse_point() (in module gyoza.tutorials.plotting) plot_loss_trajectory() (in module gyoza.tutorials.plotting) polar_to_cartesian() (in module gyoza.tutorials.mathematics)

R

re_arrange() (gyoza.modelling.masks.Mask method) Reflection (class in gyoza.modelling.flow_layers)

reset_random_number_generators() (in module gyoza.tutorials.data_synthesis) rotate() (in module gyoza.tutorials.mathematics)

S

ShufflePermutation (class in gyoza.modelling.flow_layers) SupervisedFactorLoss (class in gyoza.modelling.losses)

swirl() (in module gyoza.tutorials.plotting) swop_axes() (in module gyoza.utilities.tensors)

T

tangent() (in module gyoza.tutorials.mathematics)

train_step() (gyoza.modelling.flow_layers.DisentanglingFlowModel method)