Tutorials
The primary repository for the MCgen tutorials is gitlab.cern.ch/mcgen-ct/tutorials, which is mirrored at github.com/mcgen-ct/tutorials so they can be directly accessed via Google’s Colab. These respositories also provide further information, including lecture slides and .pdf versions of the notebooks.
Monte Carlo
- visualization (solutions)
- Pythia (solutions)
- tuning (solutions)
- random number generation (solutions)
- integration and sampling (solutions)
- hard process (solutions)
- parton showers (solutions)
- hadronization (solutions)
Machine Learning
- linear and logistic regression (solutions)
- classification (solutions)
- auto-differentiation (solutions)
- neural networks (solutions)
- neural networks with standard tools (solutions)
- unsupervised learning (solutions)
- normalizing flows (solutions)
- boosted decision trees (solutions)
- top tagging (solutions)
- flavor tagging (solutions)