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How do scientists know if a new chemical is toxic before testing it on anything alive ?
For decades: animal studies. Slow, expensive, ethically complicated.
Tox21 changed that — a government-backed initiative screening 10,000 compounds across 12 biochemical assays, testing whether molecules activate receptors linked to cancer, hormonal disruption, and organ damage.
I trained a model on this data and published everything under MIT — free for research, education, and building.
🔬 Hari5115/molecular-toxicity-predictor
📦 Hari5115/MoleculeIQ
🚀 Hari5115/molecular-toxicity-demo
⚠️ Research and educational use only. Not a substitute for certified toxicological testing. Model has known limitations on novel chemical classes — see model card for details.
What would you build with this? 👇
#OpenSource #DrugDiscovery #ChemInformatics #Tox21 #HuggingFace
For decades: animal studies. Slow, expensive, ethically complicated.
Tox21 changed that — a government-backed initiative screening 10,000 compounds across 12 biochemical assays, testing whether molecules activate receptors linked to cancer, hormonal disruption, and organ damage.
I trained a model on this data and published everything under MIT — free for research, education, and building.
🔬 Hari5115/molecular-toxicity-predictor
📦 Hari5115/MoleculeIQ
🚀 Hari5115/molecular-toxicity-demo
⚠️ Research and educational use only. Not a substitute for certified toxicological testing. Model has known limitations on novel chemical classes — see model card for details.
What would you build with this? 👇
#OpenSource #DrugDiscovery #ChemInformatics #Tox21 #HuggingFace