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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.

Repository

https://github.com/vitruvianscience/OpenDeep

Last Built

8 months, 2 weeks ago passed

Owners

Home Page

http://www.opendeep.org/

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Tags

neural net, deep learning, opendeep, ai

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Public

Short URLs

opendeep.readthedocs.io
opendeep.rtfd.io

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latest

'latest' Version

master