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README.md

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# neural-fortran
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[![GitHub issues](https://img.shields.io/github/issues/modern-fortran/neural-fortran.svg)](https://github.com/modern-fortran/neural-fortran/issues)
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A parallel framework for deep learning.
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Read the paper [here](https://arxiv.org/abs/1902.06714).
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## Acknowledgement
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Thanks to all open-source contributors to neural-fortran:
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[@awvwgk](https://github.com/awvwgk),
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[@ivan-pi](https://github.com/ivan-pi),
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[@jacobwilliams](https://github.com/jacobwilliams),
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[@jvdp1](https://github.com/jvdp1),
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[@jvo203](https://github.com/jvo203),
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[@milancurcic](https://github.com/milancurcic),
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[@pirpyn](https://github.com/pirpyn),
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[@rouson](https://github.com/rouson),
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[@rweed](https://github.com/rweed),
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and [@scivision](https://github.com/scivision).
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[awvwgk](https://github.com/awvwgk),
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[ggoyman](https://github.com/ggoyman),
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[ivan-pi](https://github.com/ivan-pi),
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[jacobwilliams](https://github.com/jacobwilliams),
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[jvdp1](https://github.com/jvdp1),
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[jvo203](https://github.com/jvo203),
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[milancurcic](https://github.com/milancurcic),
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[pirpyn](https://github.com/pirpyn),
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[rouson](https://github.com/rouson),
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[rweed](https://github.com/rweed),
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[Spnetic-5](https://github.com/Spnetic-5),
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and [scivision](https://github.com/scivision).
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Development of convolutional networks and Keras HDF5 adapters in
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neural-fortran was funded by a contract from NASA Goddard Space Flight Center
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to the University of Miami.
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Development of optimizers is supported by the Google Summer of Code 2023 project
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awarded to [Fortran-lang](https://github.com/fortran-lang).
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<img src="assets/nasa.png" alt="NASA logo">
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<img src="assets/gsoc.png" alt="GSoC logo">
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## Related projects
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is an implementation based on old (v0.1.0) neural-fortran which optimizes for
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speed and running on GPUs the memory layout and forward and backward passes of
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dense layers.
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* [Inference Engine](https://github.com/BerkeleyLab/inference-engine) developed
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at the Berkeley Lab by the Computer Languages and Systems Software (CLaSS)
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group.
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## Impact
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Neural-fortran has been used successfully in over a dozen published studies.
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See all papers that cite it
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[here](https://scholar.google.com/scholar?cites=7315840714744905948).

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