Eben Olson: Neural networks with Theano and Lasagne
PyData NYC 2015 An introduction to neural networks using the Theano computational library and the Lasagne framework. After introducing the basics of Theano, we will learn how to create, train and apply convolutional and recurrent neural networks using Lasagne. Several applications will be explored including image classification, language modeling, image captioning and art style transfer. Lasagne, a lightweight framework built on Theano, makes it simple to define, train, and apply neural networks. The work
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