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DeepExtractor
DeepExtractor

User Guide

  • Overview
  • Installation
  • Quickstart
  • Training

Notebooks

  • Simulated example
  • Reconstructing real LIGO O3 glitches
  • Training from scratch
  • DeepExtractor — Training Tutorial (Google Colab)
  • Part II — Hackathon Tasks

API Reference

  • API Reference
    • deepextractor
      • deepextractor.api
      • deepextractor.data
        • deepextractor.data.datasets
        • deepextractor.data.omicron
        • deepextractor.data.preprocessing
      • deepextractor.evaluation
        • deepextractor.evaluation.simulate
      • deepextractor.generation
        • deepextractor.generation.generate_spectrograms
        • deepextractor.generation.generate_timeseries
        • deepextractor.generation.glitch_functions
      • deepextractor.model
      • deepextractor.models
        • deepextractor.models.architectures
      • deepextractor.training
        • deepextractor.training.train_fn
        • deepextractor.training.trainer
      • deepextractor.utils
        • deepextractor.utils.checkpoints
        • deepextractor.utils.io
        • deepextractor.utils.metrics
        • deepextractor.utils.signal
        • deepextractor.utils.stft
        • deepextractor.utils.visualization
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deepextractor.data¶

PyTorch Dataset classes, preprocessing, and data-acquisition utilities.

Submodules¶

  • deepextractor.data.datasets
  • deepextractor.data.omicron
  • deepextractor.data.preprocessing
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deepextractor.data.datasets
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