Data Science @ LHC 2015 Workshop

Session

Tutorial III: Deep Learning

11 Nov 2015, 15:00

222/R-001 (CERN)

Conveners

Tutorial III: Deep Learning

• Andrew Lowe (Hungarian Academy of Sciences (HU))

23. Deep Learning Tutorial

Peter Sadowski (University of California Irvine)

11/11/2015, 15:00

This tutorial will introduce the latest deep learning software packages and explain how to get started using deep neural networks. We will train deep neural networks using the Theano and Pylearn2 software packages in Python, and then replicate results from Baldi et. al. 2014, Searching for exotic particles in high-energy physics with deep learning. We will also discuss techniques for model...