This is a Bioinformatics Project from Scratch - Drug Discovery (Deployed Model as Web App)

To recreate this web app on your own computer, do the following.

Firstly, we will create a conda environment called bioactivity

conda create -n bioactivity python=3.7.9

Secondly, we will login to the bioactivity environement

conda activate bioactivity

Download requirements.txt file

wget https://github.com/theshredbox/MediProbe-Drug-Discovery/blob/main/requirements.txt

Pip install libraries

pip install -r requirements.txt

Download and unzip contents from https://github.com/theshredbox/MediProbe-Drug-Discovery

The machine learning model used in this web app will firstly have to be generated by successfully running the included Jupyter notebook bioactivity_prediction_app.ipynb. Upon successfully running all code cells, a pickled model called acetylcholinesterase_model.pkl will be generated.

streamlit run app.py