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drugban

Interpretable bilinear attention network with domain adaptation improves drug-target prediction.

drugormerdti

dscomparisons

Drug-Drug Similarity Comparison in Drug-Target Interaction Prediction Problem

dt2vec

Implementation of DT2Vec (a novel drug-target interaction via link prediction and network embedding) in Python and R

dti

Drug-Target Interaction Prediction Using Semi-Bipartite Graph Model and Deep Learning

dti-bert

This is a tool for identifying the drug-target interaction in cellular networking.The original website: https://bioinfo.jcu.edu.cn/dtibert  is under maintenance. We are therefore resubmitting a new website: http://121.36.221.79/dtibert/, so sorry for the inconvenience caused.

dti-cdf

A help file for DTI-CDF for DTIs prediction.

dti-cnn

A learning-based method for drug-target interaction prediction based on feature representation learning and deep neural network

dti-end-to-end-dl

Drug-Target Interaction Prediction: End-to-End Deep Learning

dti-grnnwbf

Drug-Target Interaction prediction using unifying of graph regularized nuclear norm with bilinear factorization

dti-heta

dti-mlcd

Predicting drug-target interaction using multi-label learning with community detection method (DTI-MLCD)

dti-prediction

Drug-Target Interactive Prediction Model using ChemBERTa and ProtBert

dti-voodoo

A PPI network driven approach to drug-target-interaction prediction using deep graph learning methods.

dti2vec

This repository provides an implementation of the DTi2Vec tool, to identify Drug-Target interaction using network embedding and ensemble learning

dtinet

A Network Integration Approach for Drug-Target Interaction Prediction

dtis

dtitr

DTITR: End-to-End Drug-Target Binding Affinity Prediction with Transformers

dti_mdmf2a

Souces codes and datasets of paper

ecif

Extended Connectivity Interaction Features

ecifgraph

Water Network-Augmented Two-State model for Protein−Ligand Binding Affinity Prediction

edc-dti

A deep collaborative learning model for DTIs prediction

efmsdti

eisa-score

electra-dta

embeddti

ensemble-mfp

Predicting Drug-Target Interactions based on the Ensemble Models of Multiple Feature Pairs

et_score

A scoring function based on Extra Trees algorithm for predicting ligand-protein binding affinity

explainable-deep-dt-representations

Explainable Deep Drug-Target Representations for Binding Affinity Prediction

featnn