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Top 13 Julia Deep Learning Projects
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Flux is quite a nice lower level library:
https://github.com/FluxML/Flux.jl
On top of that there are many higher level libraries such as Transformers.jl
https://github.com/chengchingwen/Transformers.jl
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Julia Deep Learning related posts
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Julia 1.10 Released
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Julia 1.9 Highlights
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How is Julia Performance with GPUs (for LLMs)?
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[R] Easiest way to train RNN's in MATLAB or Julia?
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[D] Why are we stuck with Python for something that require so much speed and parallelism (neural networks)?
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Load a transformer model with julia
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Ask HN: Why hasn't the Deep Learning community embraced Julia yet?
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Index
What are some of the best open-source Deep Learning projects in Julia? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | Flux.jl | 4,399 |
| 2 | AlphaZero.jl | 1,221 |
| 3 | model-zoo | 887 |
| 4 | FastAI.jl | 586 |
| 5 | Transformers.jl | 507 |
| 6 | Lux.jl | 439 |
| 7 | GeometricFlux.jl | 349 |
| 8 | NNlib.jl | 193 |
| 9 | InvertibleNetworks.jl | 146 |
| 10 | FluxTraining.jl | 116 |
| 11 | BetaML.jl | 90 |
| 12 | NaiveGAflux.jl | 41 |
| 13 | NaiveNASlib.jl | 17 |
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