Welcome to giotto-deep’s documentation!

Contents:

• Introduction
  • Goal
  • Short technical overview
    • DatasetBuilder and DataLoaderBuilder
    • Model
    • Trainer
    • HyperParameterOptimisation
    • Interpreter
    • Visualizer
• Installation
  • Dependencies
  • User installation
  • Developer installation
    • Source code
    • To install
    • Testing
• Distributed computing
  • Introduction
  • K8 configuration
  • Starting distributed computations
• API reference
  • Analysis
    • Interpretability
    • Decision Boundary
  • Data
    • AbstractPreprocessing
    • DatasetFactory
    • MissingVocabularyError
    • PreprocessingPipeline
    • TransformingDataset
    • Preprocessors
    • Datasets
    • Persistence Diagrams
  • Models
    • FFNet
    • ModelExtractor
    • PeriodicNeuralNetwork
    • SaveLayerOutput
    • SaveNodeOutput
    • SaveOutput
  • Trainer
    • Regularizer
    • TihonovRegularizer
    • TopologicalRegularizer
    • TopologicalRegularizerData
    • Trainer
    • TrainerConfig
    • accuracy()
  • Search
    • Benchmark
    • GiottoSummaryWriter
    • HPOConfig
    • HyperParameterOptimization
    • TrainerConfig
    • clean_up_files()
  • Topology Layers
    • Persformer
    • PersformerConfig
    • PersformerWrapper
    • 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
    • Extended Persistence
  • References

References

• Index

• Module Index