Therapeutics Data Commons (TDC) is an open and extensive data hub that includes more than 50 machine learning-ready datasets across more than 20 therapeutic tasks, ranging from target discovery, activity screening, efficacy, safety, to manufacturing, covering small molecule, antibodies, miRNA and other therapeutics products.
3 Lines of Code
TDC uses minimum extra packages thus is installed hassle-free. Data loaders are simplified so that you can get access to ML-ready datasets within only 3 lines of code.
From Bench to Bedside
TDC covers a wide rage of established and emerging therapeutics tasks through the entire drug discovery and development pipelines.
Numerous Data Functions
TDC provides extensive data functions such as data evaluators, realistic splits, processing, molecule generation oracles, and so much more.