ECGAN

Contents

  • Get started
    • Setup and first steps
    • Setting up tracking (W&B)
    • Setting up kaggle [Optional]
    • Setting up S3/BOTO
  • Framework Structure
    • General overview
    • Run models using the CLI
    • Managing the workflow
    • Implement Your Own Usecase
  • Supported Methods and Datasets
    • Supported Datasets
    • Supported Preprocessing
    • Supported Training
    • Supported Models
    • Supported trackers
    • Further downstream tasks
  • Preprocessing
  • Data Synthesis
  • Anomaly Detection
    • AnoGAN
  • Python API
    • CLI
    • Manager
    • Config
      • Custom Dataclasses
      • Global configuration
      • Config initializations
      • Nested Dataclasses
    • Preprocessing
      • Cleansing
      • Data Retrieval
      • Preprocessor
      • Sampling
    • Training
      • Dataset Structures
      • Trainer
    • Modules
      • Base Module
      • Generative Modules
        • Autoencoder GAN
        • Generative Base Modules
        • DCGAN
        • Recurrent DCGAN
        • RGAN
        • VAEGAN
      • Classification Modules
        • Base classifier
        • NN Classifier
      • Inverse Mappings
        • Inverse Mapping
        • Base Inverse Mapping
        • Simple Inverse Mapping
    • Networks
    • Anomaly Detection
      • Anomaly Assessment
      • Anomaly Manager
      • Embedders
      • Reconstruction
      • Detectors
        • Base Detector
        • Classification Detector
        • Detector Factory
        • Reconstruction Detector
    • Evaluation
      • Metrics
      • Optimization
      • Tracker
    • Visualization
      • Evaluation visualization
      • Plotter
    • Utils
      • Tracking artifacts
      • Configurable
      • Custom Types
      • Datasets
        • Role in the ECGAN Pipeline
        • Adding new Datasets
      • Distances
      • Custom distributions
      • Embeddings
      • Interpolation
      • Label
      • Layers
      • Logging
      • Loss functions
      • Miscellaneous
      • Optimizer
      • Parser options for the CLI commands
      • Plotting helpers
      • Reconstruction Criteria
      • Sampler
      • Splitting
      • Timer
      • Transformation
  • References
    • Related Work
      • Data
      • Related Modules
  • About
    • Goal
    • Contributing
    • Get started with the development
    • Improving Baselines
    • Adding Modules
ECGAN
  • »
  • ECGAN Python API »
  • Modules »
  • Classifiers
  • View page source

Classifiers

  • Base classifier
  • NN Classifier
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© Copyright 2021, Fiete Lüer, Tobias Weber, Maxim Dolgich.

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