A repository to collect utility code for the WiDS Datathon 2025: Unraveling the Mysteries of the Female Brain: Sex Patterns in ADHD.

Guide to files

• connectome.py: defines WiDSDataset, a torch-geometric dataset of the functional connectome graphs provided by WiDS.

Installation

Clone the git repository

This will put a copy of the git repository on your computer.

git clone https://github.com/pmfirestone/widsdatathon2025

Setting up Kaggle Authentication

To use the WiDSDataset, you have to authenticate with kaggle. Here are the instructions on how to do that.

Installing prerequisites

From the base directory of the repository, run:

pip install -r requirements.txt

I recommend you use a virtual environment for this.

Resources

Articles

• Loh et al., Automated detection of ADHD: Current trends and future perspective
• Zhao et al., A dynamic graph convolutional neural network framework reveals new insights into connectome dysfunctions in ADHD
• Five articles from WiDS Community

Libraries

• https://pytorch-geometric.readthedocs.io/

Resources from WiDS Community

• https://community.widsworldwide.org/posts/global-datathon-hub-2025-challenge-resources-and-tutorials

License

See the LICENSE file for license rights and limitations (MIT).