TorchLatent

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)