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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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@@ -244,20 +242,27 @@ It may be useful to read if you want to contribute a new feature to neural-fortr
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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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+
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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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@@ -270,3 +275,12 @@ supports training and inference of convolutional networks.
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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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+
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+ ## Impact
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+
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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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