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Dinesh4311/drugage-lifespan-benchmark

DrugAge Lifespan-Extension Benchmark Predict the maximum reported percentage change in lifespan for a small molecule, from structure alone. 754 compounds curated from DrugAge (Human Ageing Genomic Resources), which aggregates measured lifespan experiments across C. elegans, Drosophila, mouse and yeast. Geroscience is missing from ML drug-discovery benchmarking. Public benchmarks are potency, ADME and tox; none of them asks whether a molecule extends lifespan. This fills that gap… See the full description on the dataset page: https://huggingface.co/datasets/Dinesh4311/drugage-lifespan-benchmark.

sourceHugging Facecc-by-4.0updated 2mo agoView on Hugging Face
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47834ee2mo ago

DrugAge lifespan-extension benchmark v1.0.0: 754 compounds, 3 splits, negative baseline

Dinesh4311
1d93cd82mo ago

initial commit

Dinesh4311