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

• Pythia
• tuning
• random number generation
• integration and sampling
• hard process
• parton showers
• hadronization
• visualization

Machine Learning

• linear and logistic regression
• classification
• auto-differentiation
• neural networks
• neural networks with standard tools
• unsupervised learning
• normalizing flows
• boosted decision trees
• top tagging