home/categories/computational-chemistry/jaechang-hits-sciagent-skills-skills-structural-biology-drug-discovery-pytdc-therapeutics-data-commons-skill-md
computational-chemistryresearch

pytdc-therapeutics-data-commons

Therapeutics Data Commons (TDC) — AI-ready drug discovery dataset platform. Access curated ADME, toxicity, DTI, DDI datasets with scaffold/cold splits, standardized evaluation metrics, molecular oracles for optimization, and ADMET benchmark groups. Use for therapeutic ML model training, benchmarking, and molecular property prediction. For chemical database queries use chembl-database-bioactivity; for molecular featurization use molfeat.

jaechang-hits
maintainer
jaechang-hits
Обновлено 2/18/2026
Звёзды
93
Форки
12
quick start

Installation and usage

Therapeutics Data Commons (TDC) — AI-ready drug discovery dataset platform. Access curated ADME, toxicity, DTI, DDI datasets with scaffold/cold splits, standardized evaluation metrics, molecular oracles for optimization, and ADMET benchmark groups. Use for therapeutic ML model training, benchmarking, and molecular property prediction. For chemical database queries use chembl-database-bioactivity; for molecular featurization use molfeat.

Установка
$ install --globalskills.sh
Использование

После установки вы можете использовать этот skill, выполнив следующую команду в терминале:

skills use pytdc-therapeutics-data-commons