2019-03-07 11:23:14 +00:00
# v0.8.0
2019-05-13 16:57:42 +00:00
* [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 ).
2019-03-25 16:13:11 +00:00
* New [Maxout layer ](https://github.com/FluxML/Flux.jl/pull/647 )
2019-03-07 11:23:14 +00:00
* Datasets are now [hash verified on download ](https://github.com/FluxML/Flux.jl/pull/585 ) to avoid corruption.
* We now [zero the initial state for RNNs ](https://github.com/FluxML/Flux.jl/pull/590/ ).
* [Normalisation can now work on arbitrary `dims`. ](https://github.com/FluxML/Flux.jl/pull/592 )
* Many docs and bugfixes thanks to @KristofferC and others.
* [NamedTuples now work like Tuples ](https://github.com/FluxML/Flux.jl/pull/603 ) when doing `mapleaves` .
* New "performance tips" [section of the docs ](https://github.com/FluxML/Flux.jl/pull/615 ).
* The training loop is [now more readable ](https://github.com/FluxML/Flux.jl/pull/651 ) and better shows how to use the lower-level APIs.
2019-03-07 21:40:02 +00:00
* New [AlphaDropout ](https://github.com/FluxML/Flux.jl/pull/656 ).
2019-03-09 21:20:35 +00:00
* [Data.Iris ](https://github.com/FluxML/Flux.jl/pull/652 ) makes Fisher's Iris dataset available with `Iris.labels` and `Iris.features` .
2019-03-10 10:11:43 +00:00
* New [InstanceNorm ](https://github.com/FluxML/Flux.jl/pull/634 ), as popularized by [Instance Normalization: The Missing Ingredient for Fast Stylization ](https://arxiv.org/abs/1607.08022 ).
2019-04-05 17:46:46 +00:00
* New [GroupNorm ](https://github.com/FluxML/Flux.jl/pull/696 ), as described in [Group Normalization ](https://arxiv.org/abs/1803.08494 ).
2019-03-07 11:23:14 +00:00
AD Changes:
* `det` , `logdet` and `logabsdet` [now have adjoints ](https://github.com/FluxML/Flux.jl/pull/596/files ).
* Support for [PermuteDimsArray ](https://github.com/FluxML/Flux.jl/pull/576 ).
2019-03-08 11:35:31 +00:00
* Flux.Tracker is now its [own package ](https://github.com/FluxML/Tracker.jl ), in preparation for replacing it with Zygote.
2019-03-07 11:23:14 +00:00
# v0.7.0
Despite the heroic efforts of scholars and archeologists, pre-0.7 history is lost to the sands of time.