antidote, a revolutionary product bringing the power of extensively tested, robust machine learning models into the vast world of drug discovery and testing. Simply select a disease, enter the scientific or common name of a chemical/drug of your choice, and a confidence score will be generated detailing our model's confidence in the chemical as a potential solution to the disease in question.
To get a copy of this project, install git, and then run the following command in the terminal:
git clone https://github.com/jakexia72/antidote.git
Change your directory in the terminal to the cloned project:
cd your/path/here
Install all dependencies using npm:
npm i ejs
npm i express
npm i firestore-export-import
Use the following command to start the server:
npm start
- ChEMBL API - Chemical database
- PubChem - Chemical images to train the model
- Bootstrap - Front-end component library
- Node.js - JavaScript runtime
- npm - Package manager
- Express - Node.js web framework
- fast.ai - AI Python library
- pandas - Python data analysis library
- Beautiful Soup - HTML parser
- urllib - Package to work with urls
- Jennifer Ye - dragonais
- John Quinto - Jquinto64
- Jake Xia - jakexia72
- George Xiao - george-xiao