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My Machine Learning applications in High energy physics learning journey.
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HEP-ML
My Machine Learning applications in High energy physics learning journey.
Tutorials
- 5th Machine Learning in High Energy Physics Summer School 2019 (July 1-10, 2019)
- Associated Yandex School of Data Analysis repo: mlhep2019
Projects
- Higgs Kaggle Challenge Solution.
- MiniBooNE Particle Identification - Accompanying blog post
- Higgs Classification Problem.
- Generating Theoretical particle physics abstracts using NLP.
- Experimenting Machine Learning Techniques on SUSY dataset.
Resources
- Machine Learning in High Energy Physics paper: Machine Learning in High Energy Physics Community White Paper
- LUMIN Unifies Many Improvements for Networks: A PyTorch wrapper to make deep learning more accessable to scientists
- Scikit-HEP: Toolset of interfaces and Python tools for Particle Physics