I have some data that i would like to fit with a deep neural network. I only have windows. What program is the easiest to install and get working? It would be nice if the installation does not require administrator rights on windows.
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It looks to me that you are beginning your adventure of neural networks and want something easy to start. You may try Neuroph. You can download it from Sourceforge:
http://neuroph.sourceforge.net
It comes with number of examples, source code, etc. There seems to be community of people who support it so it might be worth giving a go.
Other than that - there is a lot of software - like Python-based solutions. You may also want to look into this thread where guys try to install Torch on Windows (How to install Torch on windows 8.1?)

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Witold Kaczurba
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