clintox-toxicity-fda-prediction

End-to-end ML system predicting clinical toxicity & FDA approval from molecular structure (ClinTox). RDKit cheminformatics, scaffold-split Random Forest, SHAP + structural-alert interpretability, FastAPI/Postgres/Docker, and a local Ollama LLM agent that answers questions using the trained model — not generic knowledge.

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