Research
Zenodo (v1) · Source-available on GitHub · Mar 2026

NeoRx: Causal Inference for Automated Drug Target Identification via Pearl's Do-Calculus over Multi-Source Biomedical Knowledge Graphs

A pipeline for drug-target identification over integrated biomedical knowledge graphs, combining a SMILES BiGRU VAE (4.1M params), hierarchical reinforcement learning (UCB1 + CEM) and AutoDock Vina docking. The identification step has since been rewritten and published separately as CausalPhylo.

Causal inferenceKnowledge graphsDrug discovery