rgklab/StructuredNNs

Code Refactoring

Opened this issue · 0 comments

a19c97 commented

Refactor code from the following sources:

  • transport_maps repository:
    • MADE and StrNN models
    • binary data generation
    • wandb analysis and graphing script
  • a19c97/Graphical-Normalizing-Flows repository
    • StrAF model
    • StrCNF model
    • Baseline methods
      • GNF, ARF, FFJORD, Daphne
    • Non-linear data generation
    • Experimental pipelines
  • xiangtgao/gcf repository
    • CAREFL implementation
    • Linear Additive SEM
  • Ian's Notebooks
    • Comparison of sub-optimal masking factorizations on LinAdd SEM
    • Comparison against Zuko