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
  • Training Structures
    • training_structures package
  • Unimodal Encoders
  • Utilities
MultiBench
  • Training Structures
  • View page source

Training Structures

  • training_structures package
    • Submodules
    • training_structures.MCTN_Level2 module
      • single_test()
      • test()
      • train()
    • training_structures.Supervised_Learning module
      • MMDL
        • MMDL.__init__()
        • MMDL.forward()
      • deal_with_objective()
      • single_test()
      • test()
      • train()
    • training_structures.architecture_search module
      • ModelSearcher
        • ModelSearcher.__init__()
        • ModelSearcher.search()
      • single_test()
      • test()
      • train()
    • training_structures.gradient_blend module
      • calcAUPRC()
      • completeModule
        • completeModule.__init__()
        • completeModule.forward()
      • gb_estimate()
      • getloss()
      • getmloss()
      • multimodalcompute()
      • multimodalcondense()
      • single_test()
      • test()
      • train()
      • train_multimodal()
      • train_unimodal()
    • training_structures.unimodal module
      • single_test()
      • test()
      • train()
    • Module contents
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