CORDS

• Data Selection Strategies
  • Supervised Learning Data Selection Strategies
    • Data Selection Strategy (Base Class)
    • GLISTER
    • CRAIG
    • GradMatch
    • Random Strategy
    • Submodular Selection Strategy
    • REFERENCES
  • Semi-supervised Learning Data Selection Strategies
    • Data Selection Strategy - Base Class
    • RETRIEVE Strategy
    • CRAIG Strategy
    • GradMatch Strategy
    • Random Strategy
    • REFERENCES
• Subset Selection Dataloaders
  • Supervised Learning Subset Selection Data Loaders
    • DSS Dataloader (Base Class)
    • Non-Adaptive subset selection Data Loaders
    • Adaptive subset selection Data Loaders
    • REFERENCES
  • Semi-supervised Learning Subset Selection Data Loaders
    • DSS Dataloader (Base Class)
    • Non-Adaptive subset selection Data Loaders
    • Adaptive subset selection Data Loaders
    • REFERENCES
• Datasets
  • Dataset generator for Supervised Learning
    • Dataset Builder
  • Dataset generator for Semi-supervised Learning
    • Dataset Builder
• Models
• Configuration files of CORDS for Training
  • Configuration files for SL
  • Configuration files for SSL
  • Configuration files for HPO