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NEWS.md

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# v0.8.0
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* [Dropoutnow has a `dims` argument for specifying the unbroadcast dimensions.](https://github.com/FluxML/Flux.jl/pull/563)
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* New [ConvTranspose layer](https://github.com/FluxML/Flux.jl/pull/311).
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* New [Maxout layer](https://github.com/FluxML/Flux.jl/pull/647)
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* Datasets are now [hash verified on download](https://github.com/FluxML/Flux.jl/pull/585) to avoid corruption.

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