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Flux (machine-learning framework)

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Flux[1] is an open-source machine-learning library and ecosystem written completely on Julia[2]. Its current stable release is v0.8.3[3]. Flux takes full advantage of Julia's just-ahead-of-time compilation and exposes an intuitive and flexible interface to users, while still providing a layer-stacking-based interface for simpler models, and can be readily integrated with other Julia packages[4].

Currently, GPU support is supplied by CuArrays.jl.

Flux
Original author(s)Michael J Innes
Stable release
v0.8.3
Repositorygithub.com/FluxML/Flux.jl
Written inJulia
TypeMachine learning library
Websitehttps://fluxml.ai




References

  1. ^ "Flux: Elegant machine learning with Julia". The Journal of Open Source Software. 2018-05-03. doi:10.21105/joss.00602. Retrieved 2019-06-02.
  2. ^ "Building a Language and Compiler for Machine Learning". julialang.org. Retrieved 2019-06-02.
  3. ^ FluxML/Flux.jl v0.8.3, Flux, 2019-06-01, retrieved 2019-06-02
  4. ^ "Machine Learning and Artificial Intelligence - Julia Computing". juliacomputing.com. Retrieved 2019-06-02. {{cite web}}: Cite has empty unknown parameter: |dead-url= (help)