The Hi!ckathon is a competitive AI and Data Science challenge organized by Hi! PARIS, the Center dedicated to data science and AI created by HEC Paris and Institut Polytechnique de Paris and joined by Inria in 2021.
The AI competition is open to students from Institut Polytechnique de Paris, HEC Paris as well as other french and international universities.
The H!ckathon #5 is split into a 3 week preparation pre-Hi!ckathon phase (courses + Career Fair) and a final sprint, taking place November 29th to December 2nd 2024.
Visit the Hi!ckathon website: https://www.hi-paris.fr/hickathon/
The pre-h!ckathon phase includes four Data Science courses on Feature Engineering, Machine Learning, Deep Learning & Explainability created by the Hi! PARIS Engineering Team.
This repository contains the notebooks of the three technical courses. They are found in the courses/ folder.
How do I download notebooks ?
- You can download the notebooks directly on github
- You can clone the repository locally to load all files directly.
# Clone the github repository
git clone https://github.com/hi-paris/Hickathon5.git
# Create a virtual environment for the repository
python3 -m venv venv_hi5
venv_hi5/Scripts/activate # Windows
source venv_hi5/bin/activate # Linux
# Install package dependencies
pip install -r requirements.txt
You can also open the notebooks via Google colab:
- Feature Engineering: https://drive.google.com/file/d/1vN8_pFNoTmeSfH9F9irl9fwbsj6lCsJv/view?usp=sharing
- Explainability: https://drive.google.com/file/d/1nPv-5InyQ6XqoIsrOq5iwxYhNC4XJtvM/view?usp=sharing
- Deep Learning: https://colab.research.google.com/drive/1ZPl35J9lE-2jB6PPe5cR21SX-ljbJNST?usp=sharing
