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EpiADR-Net: Ingested real SIDER 4.1 & GTEx V8 datasets, applied baseline & pos_weight patches, 100% contract validation
643c0b7 A newer version of the Gradio SDK is available: 6.24.0
EpiADR-Net Data Contract Specification
This document defines the strict validation schema and data integrity constraints enforced for all input data files consumed by EpiADR-Net.
1. Organ Transcriptomic Profiles Schema (data/tissue_profiles.csv)
| Property | Requirement |
|---|---|
| File Format | CSV with UTF-8 encoding |
| Row Count | Exactly 5 rows corresponding to valid organs |
| Valid Organs | Liver, Heart, Brain, Kidney, Lung |
| Header Format | organ,feature_000,feature_001,...,feature_127 (129 columns total) |
| Value Domain | Finite 32-bit floating point numbers (no NaNs, Infs, or missing values) |
2. Labeled Adverse Drug Reaction Records Schema (data/adr_records.csv)
| Property | Requirement |
|---|---|
| File Format | CSV with UTF-8 encoding |
| Header Format | smiles,organ,Hepatotoxicity,Arrhythmia,Seizure,Nephrotoxicity,Pneumonitis,Nausea,Headache,Dizziness,Fatigue,Rash |
| SMILES Column | Valid, RDKit-parseable SMILES string (Chem.MolFromSmiles(smiles) is not None) |
| Organ Column | Must belong to the valid tissue profiles (Liver, Heart, Brain, Kidney, Lung) |
| ADR Columns | Exactly 10 binary target labels ($\in {0, 1}$) |
| Data Integrity | No missing values, NaNs, or empty fields across any row |