Introductory lectures in atomistic machine learning
MIT License
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Course notes for the machine learning workshop
A collection of commonly used machine learning algorithms implemented in Python/Numpy
Jupyter notebooks for the lectures of the Introduction to Atomistic Modeling
One hour interactive training for ML with scikit-learn
intro to ML
🤖 Machine Learning Demystified
Material for the lab-session of the "Intro to ML" course at UCL.
Teaching materials for the machine learning and deep learning classes at Stanford and Cornell
Jupyter notebook for an introduction to atomic-scale machine learning class
Practical machine learning for physicists
Introduction to Machine Learning course for Mathematics and data analysis studies in Winter 2023/...
Short hands-on introduction to ML for physicists
A very brief introduction to machine learning