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Description

OpenDeep_ is a deep learning framework for Python built from the ground up in Theano_ with a focus on flexibility and ease of use for both industry data scientists and cutting-edge researchers. OpenDeep is a modular and easily extensible framework for constructing any neural network architecture to solve your problem. Use OpenDeep to: * Quickly prototype complex networks through a focus on complete modularity and containers similar to Torch. * Configure and train existing state-of-the-art models. * Write your own models from scratch in Theano and plug into OpenDeep for easy training and dataset integration. * Use visualization and debugging tools to see exactly what is happening with your neural net architecture. * Plug into your existing Numpy/Scipy/Pandas/Scikit-learn pipeline. * Run on the CPU or GPU. **This library is currently undergoing rapid development and is in its alpha stages.** .. _OpenDeep: http://www.opendeep.org/ .. _Theano: http://deeplearning.net/software/theano/

Repository

https://github.com/vitruvianscience/OpenDeep

Project Slug

opendeep

Last Built

3 years, 7 months ago passed

Maintainers

Home Page

http://www.opendeep.org/

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Tags

ai, opendeep, deep-learning, neural-net

Short URLs

opendeep.readthedocs.io
opendeep.rtfd.io

Default Version

latest

'latest' Version

master