Scientific Machine Learning

Introduction to Machine Learning

Please refer to the page Introduction to Machine Learning to find links to existing resources to a broad introduction to machine learning, as well as different links to blogpost and lectures of interest on more specific uses of machine learning.

How to train and run neural networks at IGE

We links the different computers and clusters with GPU available in order to train or test neural network at the IGE in the page Computation on GPUs

We also provide tips and tricks to ensure that the GPU are indeed used, a list of the most known libraries and framework.

How to share your SciML model

Please look at the page Model dissemination for the best practices to ensure people can use your model

Key references

We provide links to some of the most known papers, models, dataset and benchmark in this page