MultiBench

Getting Started

  • Installation
  • Downloading Datasets
  • Continuous Integration Guide

Tutorials:

  • Simple Early Fusion Case
  • Multimodal Fusion Architecture Search
  • MCTN

Contents:

  • Datasets and DataLoaders
  • General Evaluation Scripts
  • Multimodal Fusion Techniques
  • Objective Functions
  • Robustness
    • robustness package
  • Training Structures
  • Unimodal Encoders
  • Utilities
MultiBench
  • Robustness
  • View page source

Robustness

  • robustness package
    • Submodules
    • robustness.all_in_one module
      • general_test()
      • general_train()
      • stocks_test()
      • stocks_train()
    • robustness.audio_robust module
      • add_audio_noise()
      • additive_white_gaussian_noise()
      • audio_random_dropout()
      • audio_structured_dropout()
    • robustness.tabular_robust module
      • add_tabular_noise()
      • drop_entry()
      • swap_entry()
    • robustness.text_robust module
      • add_text_noise()
      • omission()
      • qwerty_typo()
      • random_mid()
      • sticky_keys()
      • swap_letter()
    • robustness.timeseries_robust module
      • add_timeseries_noise()
      • random_drop()
      • structured_drop()
      • white_noise()
    • robustness.visual_robust module
      • WB()
      • add_visual_noise()
      • colorize()
      • gaussian()
      • grayscale()
      • horizontal_flip()
      • inversion()
      • low_contrast()
      • periodic()
      • random_crop()
      • rotate()
      • salt_and_pepper()
    • Module contents
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