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.
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