EuroSciPy 2022

Hugging Face Gradio Hackathon 🤗

Come Join us from August 29th to September 2th for a Hackathon in person and online using Gradio and Hugging Face to build and host Machine Learning and data science demos.

Key Details

• Who's invited: Anyone willing to join
• Goal: Build Machine Learning/Data Science demos. Demo with most votes gets a prize 🎁 (see below). You can also join if you don't know much about ML/Data Science!
• Python Level: Any
• Important: join the EuroSciPy2022 organization on HuggingFace by clicking here
• Lightning Talk: Come see @reach_vb giving a lighting talk about gradio on Thursday at 4 pm CEST

Getting Started

• If you have never used Gradio before, the Gradio course will explain the fundamentals.
• The Gradio quickstart page is a good place to start as well.
• The Gradio docs are here.
• This guide covers how to host Gradio apps on HuggingFace spaces.
• Join the EuroSciPy2022 organization on HuggingFace by clicking here

Hackathon Ideas:

• Any machine learning model or concept is a good candidate for a demo. Check out the spaces hosted in this organization for time series forecasting and income classification with explainability
• Implement a demo for a trending paper from https://paperswithcode.com/
• Models from huggingface model hub: https://huggingface.co/models In particular, the tabular classification and tabular regression models may be of interest.
• Papers from NAACL 2022 event https://huggingface.co/NAACL2022
• Papers from ICML 2022 event https://huggingface.co/ICML2022
• Hugging Face course event ideas https://discuss.huggingface.co/c/course/course-event/25
• Models from other model hubs
  • See example scikit-learn Demos at https://huggingface.co/scikit-learn
  • Tensorflow Hub: see example Gradio demos at https://huggingface.co/tensorflow
  • Pytorch Hub: see example Gradio demos at https://huggingface.co/pytorch
  • ONNX model Hub: see example Gradio demos at https://huggingface.co/onnx
  • PaddlePaddle Model Hub: see example Gradio demos at https://huggingface.co/PaddlePaddle
• Try your own ideas!

Hugging Face Prizes

• Top 5 spaces based on likes
  • Swag from Hugging Face merch shop: t-shirt, hoodie, or mug of your choice

LeaderBoard for Most Popular EuroSciPy Spaces

See the EuroSciPy Leaderboard