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TorchLatent

GitHub Workflow Status (with event) PyPI - Version PyPI - Downloads

Installation

python -m pip torchlatent

Latent Structures

  • Conditional Random Fields (CRF)
  • Cocke–Kasami-Younger Algorithm (CKY)
  • Probabilistic Context-free Grammars (CFG)
  • Connectionist Temporal Classification (CTC)
  • Recurrent Neural Network Grammars (RNNG)
  • Non-Projective Dependency Tree (Matrix-tree Theorem)
  • Dependency Model with Valence (DMV)
  • Autoregressive Decoding (Beam Search)