ArchitectureCausal / discovery
Discovery Encoder
embed → attn → causal pool → discovery head
✓PFN Studio Team
Outputs a d×d adjacency matrix from N×d observations. The default architecture for linear-SCM / chain-SCM discovery priors.
Architecture
tabular_embedder (d=128)transformer_encoder × 3causal_attention_pooldiscovery_head