Introduction

Welcome to the GreyHacks resource hub.

This page contains recommended datasets, tools, tutorials, and inspiration to help you build high quality projects within a focused 7 hour window. You are not required to use these resources, but they are provided to accelerate development and research.

Interdisciplinary projects are encouraged.

 

Tools and Technologies

AI and Machine Learning
  • PyTorch/TensorFlow
  • scikit-learn
  • Hugging Face
  • OpenAI API
Data Science and Visualization
  • Pandas
  • NumPy
  • Matplotlib/Plotly
Hardware and Edge Development
  • Arduino
  • Raspberry Pi
  • Edge AI frameworks such as TensorFlow Lite
Brain and Medical Data Sources
  • NIH Open Data
  • CDC Public Health Data
  • PhysioNet
  • Kaggle medical datasets

 

Inspiration

Example project directions:

  • AI assisted neurological diagnosis tools
  • Predictive models for hospital resource allocation
  • EEG signal classification systems
  • Wearable monitoring devices
  • Low cost medical devices for underserved communities
  • Data driven mental health analysis
  • Policy proposals for reducing neurological care disparities

Encourage feasibility, creativity, and real world relevance.

 

Collaboration

New to coding? You can use Git and GitHub to collaborate with your team. Here is a tutorial: https://product.hubspot.com/blog/git-and-github-tutorial-for-beginners.