a1rb4Ck / MECA653_ML4Mecha

Introduction to Machine Learning for mechanical engineers. Course given at Polytech Annecy in 2019 and 2020, spring semester.

MECA653_ML4Mecha

Introduction to Machine Learning for mechanical engineers. Course given at Polytech Annecy 2019-2021, spring semester.

• Lecture slides
• Tutorials
• Practical work

The practical work: Classification for facial beauty detection, is on Google Colab, with Nvidia DALI support.

Quick Start

Want to play with these notebooks online without having to install anything?

Open this repository in Google Colab:

WARNING: Please be aware that Google Colab provides temporary environments: anything you do will be deleted after a while, so make sure you download any data you care about.

Or use your local machine

Or if you want to play on your local machine, clone this repo, install packages, and launch jupyter:

git clone https://github.com/a1rb4Ck/MECA653_ML4Mecha.git
cd MECA653_ML4Mecha
pip install -r requirement.txt
jupyter

Made with these awesome Open Source libraries

Jupyter Notebook
Keras
Matplotlib
Numpy
Scikit-Learn