Index

A

a (symdet.data.double_well_potential.DoubleWellPotential attribute)

activation (symdet.ml_models.dense_model.DenseModel attribute) add_data() (symdet.ml_models.dense_model.DenseModel method)

B

basis (symdet.generator_extraction.generators.GeneratorExtraction attribute) batch_size (symdet.ml_models.dense_model.DenseModel attribute) build_clusters() (symdet.data.data_generator.DataGenerator method) (symdet.data.double_well_potential.DoubleWellPotential method) (symdet.data.so2_data.SO2 method) (symdet.data.so3_data.SO3 method)

C

candidate_runs (symdet.generator_extraction.generators.GeneratorExtraction attribute) clustered_data (symdet.data.data_generator.DataGenerator attribute)

compute_com() (in module symdet.utils.data_clustering) compute_radius_of_gyration() (in module symdet.utils.data_clustering) constrained_generators (symdet.generator_extraction.generators.GeneratorExtraction attribute)

D

data (symdet.analysis.model_visualization.Visualizer attribute) data_clusters (symdet.symmetry_group_extraction.group_detection.GroupDetection attribute) data_dict (symdet.ml_models.dense_model.DenseModel attribute) DataGenerator (class in symdet.data.data_generator) delta (symdet.generator_extraction.generators.GeneratorExtraction attribute)

DenseModel (class in symdet.ml_models.dense_model) dimension (symdet.generator_extraction.generators.GeneratorExtraction attribute) domain (symdet.data.data_generator.DataGenerator attribute) domain_shape (symdet.data.data_generator.DataGenerator attribute) DoubleWellPotential (class in symdet.data.double_well_potential)

E

epochs (symdet.ml_models.dense_model.DenseModel attribute)

epsilon (symdet.generator_extraction.generators.GeneratorExtraction attribute)

G

generator_candidates (symdet.generator_extraction.generators.GeneratorExtraction attribute) GeneratorExtraction (class in symdet.generator_extraction.generators)

get_embedding_layer_representation() (symdet.ml_models.dense_model.DenseModel method) GroupDetection (class in symdet.symmetry_group_extraction.group_detection)

H

hyperplane_set (symdet.generator_extraction.generators.GeneratorExtraction attribute)

I

image (symdet.data.data_generator.DataGenerator attribute)

image_size (symdet.data.data_generator.DataGenerator attribute)

L

load_data() (symdet.data.data_generator.DataGenerator method) (symdet.data.double_well_potential.DoubleWellPotential method) (symdet.data.so2_data.SO2 method) (symdet.data.so3_data.SO3 method)

lr (symdet.ml_models.dense_model.DenseModel attribute) lr_patience (symdet.ml_models.dense_model.DenseModel attribute)

M

model (symdet.ml_models.dense_model.DenseModel attribute) (symdet.symmetry_group_extraction.group_detection.GroupDetection attribute)

module symdet.utils.data_clustering monitor (symdet.ml_models.dense_model.DenseModel attribute)

N

n_layers (symdet.ml_models.dense_model.DenseModel attribute)

noise (symdet.data.so2_data.SO2 attribute) (symdet.data.so3_data.SO3 attribute)

P

perform_generator_extraction() (symdet.generator_extraction.generators.GeneratorExtraction method) plot_clusters() (symdet.data.data_generator.DataGenerator method) (symdet.data.double_well_potential.DoubleWellPotential method) (symdet.data.so2_data.SO2 method) (symdet.data.so3_data.SO3 method)

plot_data() (symdet.data.data_generator.DataGenerator method) (symdet.data.double_well_potential.DoubleWellPotential method) (symdet.data.so2_data.SO2 method) (symdet.data.so3_data.SO3 method) point_cloud (symdet.generator_extraction.generators.GeneratorExtraction attribute) point_pairs (symdet.generator_extraction.generators.GeneratorExtraction attribute)

R

radial_values (symdet.data.so2_data.SO2 attribute) (symdet.data.so3_data.SO3 attribute) radius (symdet.data.so2_data.SO2 attribute) (symdet.data.so3_data.SO3 attribute)

range_binning() (in module symdet.utils.data_clustering) representation_set (symdet.symmetry_group_extraction.group_detection.GroupDetection attribute) run_symmetry_detection() (symdet.symmetry_group_extraction.group_detection.GroupDetection method)

S

SO2 (class in symdet.data.so2_data) SO3 (class in symdet.data.so3_data)

symdet.utils.data_clustering module

T

terminate_patience (symdet.ml_models.dense_model.DenseModel attribute) test_ds (symdet.ml_models.dense_model.DenseModel attribute)

train_ds (symdet.ml_models.dense_model.DenseModel attribute) train_model() (symdet.ml_models.dense_model.DenseModel method) tsne_visualization() (symdet.analysis.model_visualization.Visualizer method)

U

units (symdet.ml_models.dense_model.DenseModel attribute)

V

val_ds (symdet.ml_models.dense_model.DenseModel attribute) variance (symdet.data.so2_data.SO2 attribute) (symdet.data.so3_data.SO3 attribute)

Visualizer (class in symdet.analysis.model_visualization)