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Framework overview for the Concepts and Applications of Neural Networks (CANN) course at the Institute of Cognitive Science at the University of Osnabrück in the summer term 2016

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CANN

Framework overview for the Concepts and Applications of Neural Networks (CANN) course at the Institute of Cognitive Science, University of Osnabrück in the summer term 2016. In this repository we collected examples and installation instructions for three neural network frameworks: Theano, TensorFlow and Keras.

data

Contains the mnist dataset for handwritten digit recognition. Feel free to use the data to play around. The original data is hosted on Yann LeCun's site.

keras

Contains introduction and further sample implementations for the keras framework.

playground

Contains implementation of keras, tensorflow and theano for the datasets presented on the TensorFlow Playground.

tensorflow

Contains introduction and further sample implementations for the TensorFlow framework.

theano

Contains introduction and further sample implementations for the theano framework.

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Framework overview for the Concepts and Applications of Neural Networks (CANN) course at the Institute of Cognitive Science at the University of Osnabrück in the summer term 2016

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