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Machine Learning Short Exercise

CMS Machine Learning Data Analysis School (DAS) Short Exercise

Setup

Vanderbilt JupyterHub
LPC
Setup Libraries

Tutorials

1. Loading Datasets
2. Boosted decision trees with xgboost
3. Dense networks
4. Convolutional Neural Networks for Jet-Images
5. Graph Neural Network (GNN) with PyTorch Geometric
6. Variational Autoencoders with Keras and MNIST
8. Generative Adversarial Networks with Keras and MNIST

Repository
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By Raghav Kansal, on behalf of the LPC

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