Jan Schlüter
Sander Dieleman
EMBL-EBI, 2016-04-21
Sander Dieleman
EMBL-EBI, 2016-04-21
This is the accompanying web page for the Theano/Lasagne tutorial held by Jan Schlüter and Sander Dieleman at the European Bioinformatics Institute (EMBL-EBI) in Hinxton, England on 2016-04-21. It introduces neural networks and shows how to train them using the open-source libraries Theano and Lasagne.
Slides
Excercise downloads
Skeleton for Digit Recognition network: mlp.py
Contact
Jan Schlüter (OFAI): http://ofai.at/~jan.schlueter
Sander Dieleman (Google DeepMind): http://benanne.github.io
Further references
Theano, Lasagne and other Software
Lasagne step-by-step installation
Lasagne Recipes (advanced code examples)
Software list by deeplearning.net
Neural Networks and Deep Learning
Neural Networks and Deep Learning by Michael Nielsen
Convolutional Neural Networks for Visual Recognition by Andrej Karpathy et al.
Reading list by deeplearning.net