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SARS-CoV-2 Logo_small.png

Machine Learning Drug Hunter

A straightforward App that combines experimental activity data, molecular descriptors and machine learning for classifying potential drug candidates against the SARS-CoV-2 Main Protease (MPro).

Running online

Feel free to run the online app in the Streamlit servers by clicking the link on the repo description.

Running locally

Installation

Firstly, please make sure you have Miniconda installed. Then, you can follow the steps bellow:

Create a virtual environment

conda create -n drughunter python=3.7.9
conda activate drughunter

Install the required packages

pip install -r requirements.txt
conda install -c rdkit rdkit

Instructions

Open the Streamlit App in your local browser, by running

streamlit run streamlit_covid_view.py

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