Collected information and tutorials about machine learning in scientific computing.
- Machine Learning and the physical sciences https://arxiv.org/abs/1903.10563
- Lecture Notes: Introduction to Machine Learning for the Sciences https://arxiv.org/abs/2102.04883
- Physics-based Deep Learning https://physicsbaseddeeplearning.org/ (Also on arxiv at https://arxiv.org/abs/2109.05237)
https://blog.dominodatalab.com/fitting-gaussian-process-models-python/
https://www.machinelearningtutorial.net/2017/01/28/python-scikit-simple-function-approximation/
See LLM/Readme.md