Merge branch 'dg/news' of https://github.com/FluxML/Flux.jl into dg/news

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Dhairya Gandhi 2019-11-28 23:57:30 +05:30
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* Added [clearer docs](https://github.com/FluxML/Flux.jl/pull/904) around training and the Optimiser interface.
* [Layer initialisations](https://github.com/FluxML/Flux.jl/pull/937) have been improved with a clearer API on how to extend it for other purposes.
* [Better messaging around CUDA availability](https://github.com/FluxML/Flux.jl/pull/924), with hooks to initialize the GPU as default where possible.
* @treelike has been formalised as a [functor](https://github.com/FluxML/Flux.jl/pull/865), with an effective deprecation.
* `@treelike` has been formalised as a [functor](https://github.com/FluxML/Flux.jl/pull/865), with an effective deprecation.
* `testmode!` is deprecated in favour of [istraining](https://github.com/FluxML/Flux.jl/pull/669)
# v0.9.0