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Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation. http://www.deeplearning.net/software/theano
https://en.wikipedia.org/wiki/Theano_(software)
https://github.com/Theano/Theano




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SYNAPSE CREATOR
 ulkas      17.02.2017 - 13:53:27 , level: 1, UP   NEW  HARDLINK
At Google's inaugural TensorFlow Dev Summit in Mountain View, California, today, Google announced the release of version 1.0 of its TensorFlow open source framework for deep learning, a trendy type of artificial intelligence. Google says the release is now production-ready by way of its application programing interface (API). But there are also new tools that will be part of the framework, which includes artificial neural networks that can be trained on data and can then make inferences about new data. Now there are more traditional machine learning tools, including K-means and support vector machines (SVMs), TensorFlow's engineering director, Rajat Monga, said at the conference. And there's an integration with the Python-based Keras library, which was originally meant to ease the use of the Theano deep learning framework. And there are now "canned estimators," or models, Monga said, including simple neural networks to start using quickly.
http://venturebeat.com/2017/02/15/google-releases-tensorflow-1-0-with-new-machine-learning-tools/

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drakh
 drakh      14.11.2016 - 11:56:35 , level: 1, UP   NEW
o kolko lepsie je to ako chainer?

mne totizto zatial najjednoduchsie na win islo rozbehat prave chainer?

ako sa vie pohrat s GPUvsCPU

napriklad chainer ma tu vyhodu ze vysledny model sa da pouzit aj na GPU aj na CPU

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ulkas
 ulkas      17.02.2017 - 13:55:14 , level: 2, UP   NEW
pozri posledne prispevky, vysla nova verzia tensorflowu od ktorej sa odvijaju zevraj aj theano veci

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Thunder Perfect Mind
 Thunder Perfect Mind      14.11.2016 - 12:05:27 , level: 2, UP   NEW
Neviem, ale theano je jeden z backendov pre keras (druhy je tensorflow) a keras je velmi popularny kvoli jednoduchosti pouzitia.

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ulkas
 ulkas      14.11.2016 - 11:52:06 , level: 1, UP   NEW
momentalne akcia na slashdot deals:
https://deals.slashdot.org/sales/introduction-to-deep-learning-and-artificial-intelligence