Introduction to Theano A Fast Python Library for Modelling and Training.pdf
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Introduction to Theano
A Fast Python Library for Modelling and Training
Pascal Lamblin, Frédéric Bastien
Institut des algorithmes d’apprentissage de Montréal
Montreal Institute for Learning Algorithms
Université de Montréal
August 1st, 2016, Montréal
Overview
Graph definition and Syntax
Graph Transformations
Make it fast!
Advanced Topics
Introduction
Objectives
Today: Introduction to Theano
I
Theoretical part
I
Small examples
Tomorrow, 16:30: Practical session
I
Hands-on exercises on the basics of Theano
I
Hands-on exercises on debugging in Theano
I
Examples of basic deep models (ConvNets, RNNs)
I
Bring a laptop with a browser (GPU instances on Amazon)
All the material is online at
https://github.com/mila-udem/summerschool2016/
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