DTApredict

Implementation of DeepDTA and WideDTA deep learning based drug-target affinity predictors

Original publications:

• Öztürk, Hakime, Arzucan Özgür, and Elif Ozkirimli. "DeepDTA: deep drug–target binding affinity prediction." Bioinformatics 34.17 (2018): i821-i829.
• Öztürk, Hakime, Elif Ozkirimli, and Arzucan Özgür. "WideDTA: prediction of drug-target binding affinity." arXiv preprint arXiv:1902.04166 (2019).

Data:

• KIBA dataset
• BindingDB

System requirements

• Python 3.x
• Dependencies installable by executing bash pips.sh