77a7606dad
1051: add DataLoader r=CarloLucibello a=CarloLucibello Fix #450 This adds a DataLoader type, largely adapted from the Knet one, therefore pinging @denizyuret to check if he is cool with this. Unfortunately, I cannot "unsee" his implementation, and in any case any reasonable alternative implementation will be pretty much similar I guess. This is an initial implementation to get things going, possibly in the future we will also want a distributed and out-of-memory option as the one implemented by @staticfloat here https://github.com/FluxML/Metalhead.jl/blob/sf/training/training/ImageNet/dataset.jl Co-authored-by: CarloLucibello <carlo.lucibello@gmail.com> |
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README.md
Flux is an elegant approach to machine learning. It's a 100% pure-Julia stack, and provides lightweight abstractions on top of Julia's native GPU and AD support. Flux makes the easy things easy while remaining fully hackable.
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See the documentation or the model zoo for examples.
If you use Flux in your research, please cite our work.