Repository files navigation This repository contains all the models and the datasets/ methods used in this study in the following directories.
DAVIS_SPLITS - Contains the scripts used to create the folds for the davis dataset
DeepDTA - Describes the methods to reproduce the DeepDTA experiments
GraphDTA - Consists of the slighly modified scripts taken from the open source code provided by the authors
KIBA_SPLITS - Contains the scripts used to create folds for KIBA dataset.
SPLITS - Contains the Folds created for PDBbind dataset
SMINA - Contains the smina experiments
PLEC - Contains the Protein Ligand Extended Connectivity Fingerprint experiments
Pocketmatch - Contains the Pocketmatch score calculation experiments
pafnucy - Contains the scripts to train and test the Pafnucy model on PDBbind dataset along with ligand only and protein only experiments
SimCNN-DTA - Contains the Code for the SimCNN-DTA written in pytorch as explained in the work by respective authors.
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