Machine Learning for Physics and Astronomy. Contribute to LHCfitNikhef/ML4PA development by creating an account on GitHub. (more…)

Reducing the median job training time for heavy production jobs such as 2D and 3D detectors and segmenters to just 1 hour... (more…)

Machine Learning (ML) workloads have rapidly grown in importance, but raised concerns about their carbon footprint. Four best practices can reduce ML training energy by up to 100x and CO2 emissions up to 1000x. By following best practices, overall ML ener... (more…)

In the last few months, I have had several people contact me about their enthusiasm for venturing into the world of data science and using Machine Learning (ML) techniques to probe statistical regularities and build impeccable data-driven products. Howeve... (more…)

This is a step-by-step walkthrough of a basic machine learning project, geared toward people with some knowledge of programming, but who don’t have much experience with machine learning. (more…)