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A graphical user interface (GUI) and web application to facilitate the usage of ENS-Score.

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miladrayka/ENS_SCORE_GUI

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ENS-SCORE-GUI

ENS-SCORE-GUI is a graphical user interface (GUI) and web application to facilitate the usage of ENS-Score.

Contact

Milad Rayka, milad.rayka@yahoo.com

Citation

An ensemble-based approach to estimate confidence of predicted protein–ligand binding affinity values link.

Installation.

The needed information for installation is provided at ENS-Score.

Usage

After activate your environment :

cd ENS_SCORE_GUI
streamlit run webapp.py

Some Important Packages

The PDBbind dataset and CASF 2016 benchmark are available at https://www.pdbbind.org.cn/.

ECIF-Score and RDKit feature generation codes are available at https://github.com/DIFACQUIM/ECIF.

HydraMap v1.0 software can be downloaded from http://www.siocccbg.ac.cn/software/hydramap.

HydraMap feature generation codes are provided at https://github.com/xiaoyangqu/HydraMapSF. (Require Python 3.7)

3S Application is available at https://github.com/miladrayka/3s_application. (Require Python 3.9)

Python codes of Shulga et al. paper are gathered at http://molmodel.com/hg/sf_fragment_correlation.

Streamlit is available at https://streamlit.io/.