Materials and apps for the four-day AI/ML tools for drug discovery workshop held in Ghana in September 2024.
# AI/ML Tools for Drug Discovery Workshop
H3D Foundation & Ersilia Open Source Initiative
Welcome to the AI/ML Tools for Drug Discovery Workshop repository! This repository contains all the necessary apps for the 4-day workshop held in Ghana in September 2024.
Read all the documentation around the course here
## Content
- Day 1: Chemical space exploration
- Day 2: Building machine learning classifiers to predict bioactivity
- Day 3: Sampling the chemical space
- Day 4: Recap using the Ersilia Model Hub
## Getting Started
To run the workshop apps, follow these steps:
1. Make sure you have the required dependencies installed. You can find the list of dependencies in the `requirements.txt` file. The requirements file is located in each subfolder (e.g. `apps/day1/`).
2. Run the following command to start the app for Day 1:
```
streamlit run apps/day1/app.py
```
Replace `day1` with the corresponding day number to run the app for a different day of the workshop.
That's it! You should now be able to access and interact with the workshop apps.
## License
This project is licensed under the GPLv3.
## Contact
If you have any questions or need further assistance, please contact us at hello@ersilia.io.