https://github.com/aboucaud/euclid-school-2024
Content of the ML course given at the French Euclid school (Rodolphe Clédassou)
Science Score: 23.0%
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○Scientific vocabulary similarity
Low similarity (8.0%) to scientific vocabulary
Repository
Content of the ML course given at the French Euclid school (Rodolphe Clédassou)
Basic Info
- Host: GitHub
- Owner: aboucaud
- License: mit
- Language: Jupyter Notebook
- Default Branch: main
- Size: 13.1 MB
Statistics
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
- Releases: 0
Metadata Files
README.md
ML lectures - Rodolphe Clédassou summer school 2024
Marc Huertas-Company (IAC) and Alexandre Boucaud (APC)
August 2024
Lectures
Cycle 1 - Thursday 29th 9:00am
Cycle 2 - Wednesday 28th 9:00am and Friday 30th 11:00am
- Introduction and neural networks recap from cycle 1 - HTML slides
- Convolutional neural networks, graphs, transformers and the attention mechanism - PDF <!-- - Introduction to MLOps - HTML slides -->
Cycle 3 - Monday 26th 11:00am
Notebooks
Setup
To run the notebooks locally, install the dependencies from the requirements.txt
shell
python -m pip install -r requirements.txt
[!WARNING] macOS users with ARM processors (M1/M2/M3) please follow the instructions below to install TensorFlow (otherwise the notebook kernel will die at the beginning) Apple M1/M2 specific TensorFlow installation
Cycle 1 - Friday 30th 2:00pm
Cycle 2 - Thursday 29th 2:00pm
Cycle 3 - Tuesday 27th 2:00pm
based on an example notebook by Matt Ho and additional exercices using the CAMELS public dataset (see refs).
References
Owner
- Name: Alexandre Boucaud
- Login: aboucaud
- Kind: user
- Location: Paris, France
- Company: Laboratoire APC, CNRS/IN2P3
- Website: https://aboucaud.github.io
- Repositories: 66
- Profile: https://github.com/aboucaud