ml_class

🤖 Machine Learning Demystified

teaching-material

Teaching materials for the machine learning and deep learning classes at Stanford and Cornell

hepml

Practical machine learning for physicists

intro_deep_learning

Course notes for the machine learning workshop

quick-ml-intro

One hour interactive training for ML with scikit-learn

ale-notebooks

Jupyter notebook for an introduction to atomic-scale machine learning class

Machine-Learning-Algorithms-From-Scratch

A collection of commonly used machine learning algorithms implemented in Python/Numpy

machine_learning_course

Material for the lab-session of the "Intro to ML" course at UCL.

iam-notebooks

Jupyter notebooks for the lectures of the Introduction to Atomistic Modeling

computational_physics_2020

Short hands-on introduction to ML for physicists

materials-informatics-tutorial

2023Z-MachineLearning

Introduction to Machine Learning course for Mathematics and data analysis studies in Winter 2023/...

ml-intro

A very brief introduction to machine learning

ml_lecture

intro to ML

ecml-teaching-ml-2021