API reference

This pages contains a list of available features in the library.

• Analysis
  • Interpretability
    • AttributionFactory
    • Interpreter
    • get_attr()
  • Decision Boundary
    • DecisionBoundaryCalculator
    • GradientFlowDecisionBoundaryCalculator
    • QuasihyperbolicDecisionBoundaryCalculator
    • UniformlySampledPoint
• Data
  • AbstractPreprocessing
  • DatasetFactory
    • DatasetFactory.build()
    • DatasetFactory.register_builder()
  • MissingVocabularyError
  • PreprocessingPipeline
  • TransformingDataset
  • Preprocessors
    • FilterPersistenceDiagramByHomologyDimension
    • FilterPersistenceDiagramByLifetime
    • MinMaxScalarPersistenceDiagram
    • Normalization
    • NormalizationPersistenceDiagram
    • ToTensorImage
    • TokenizerQA
    • TokenizerTextClassification
    • TokenizerTranslation
  • Datasets
    • AbstractDataLoaderBuilder
    • DataLoaderBuilder
    • DataLoaderKwargs
    • DatasetBuilder
    • DatasetCloud
    • DlBuilderFromDataCloud
    • FromArray
    • ImageClassificationFromFiles
    • OrbitsGenerator
    • PersistenceDiagramFromFiles
    • Rotation
    • ToriDataset
    • create_pd_orbits()
    • generate_orbit_parallel()
    • get_dataset()
  • Persistence Diagrams
    • OneHotEncodedPersistenceDiagram
    • collate_fn_persistence_diagrams()
    • get_one_hot_encoded_persistence_diagram_from_gtda()
    • get_one_hot_encoded_persistence_diagram_from_gudhi_extended()
• Models
  • FFNet
    • FFNet.forward()
  • ModelExtractor
    • ModelExtractor.get_activations()
    • ModelExtractor.get_decision_boundary()
    • ModelExtractor.get_gradients()
    • ModelExtractor.get_layers_grads()
    • ModelExtractor.get_layers_param()
  • PeriodicNeuralNetwork
    • PeriodicNeuralNetwork.forward()
  • SaveLayerOutput
  • SaveNodeOutput
  • SaveOutput
• Trainer
  • Regularizer
  • TihonovRegularizer
    • TihonovRegularizer.regularization_penalty()
  • TopologicalRegularizer
    • TopologicalRegularizer.regularization_penalty()
  • TopologicalRegularizerData
  • Trainer
    • Trainer.copy_dataloader_params()
    • Trainer.evaluate_classification()
    • Trainer.parallel_tpu_training_loops()
    • Trainer.register_pipe_hook()
    • Trainer.train()
  • TrainerConfig
    • TrainerConfig.to_dict()
  • accuracy()
• Search
  • Benchmark
    • Benchmark.start()
  • GiottoSummaryWriter
    • GiottoSummaryWriter.add_hparams()
  • HPOConfig
    • HPOConfig.to_dict()
  • HyperParameterOptimization
    • HyperParameterOptimization.start()
  • TrainerConfig
    • TrainerConfig.to_dict()
  • clean_up_files()
• Topology Layers
  • Persformer
    • Persformer.build_model()
    • Persformer.forward()
  • PersformerConfig
  • PersformerWrapper
    • PersformerWrapper.forward()
  • Attention
  • Pooling Layers
• Utility
  • ActivationFunction
  • AttentionType
  • KnownWarningSilencer
  • LayerNormStyle
  • PoolerType
  • autoreload_if_notebook()
  • ensemble_wrapper()
  • get_parameter_types()
  • get_return_type()
  • is_notebook()
  • save_model_and_optimizer()
  • torch_transform()
  • Persistence Gradient
    • MissingClosureError
    • PersistenceGradient
    • SAM
    • SAMOptimizer
  • Extended Persistence
    • graph_extended_persistence_hks()

References

• Index

• Module Index