Hugging Face Spacehuggingface.co/spaces/jayantan/EpiADR-Net
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DATA_CONTRACT.md
This document specifies the authoritative schema, field types, validation constraints, and non-null guarantees for all dataset inputs ingested by EpiADR-Net.
1. SIDER 4.1 Record Specification (`data/adr_records.csv`)
Validation: Standardized to zero mean and unit variance per organ.
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MODEL_CARD.md
EpiADR-Net is a Tissue-Conditioned Graph Transformer designed for Zero-Shot Adverse Drug Reaction and Organ Toxicity prediction.
Architecture Overview
Fuses 256-bit SMILES Morgan fingerprints with GTEx V8 transcriptomic organ expression profiles via 16-Head Bi-Directional Cross-Attention layers.
Uncertainty & Domain Flagging
Uses N=30 Monte Carlo Dropout stochastic forward passes to compute mean risk (μ) and uncertainty sigma (σ). Computes Tanimoto Morgan fingerprint similarity to flag out-of-domain novel chemical scaffolds.
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DATA_PROVENANCE.md
Data Origin & Licensing
SIDER 4.1: European Molecular Biology Laboratory (EMBL) side effect database. Creative Commons Attribution-NonCommercial 4.0 International.