Flux.jl/NEWS.md

27 lines
1.9 KiB
Markdown
Raw Normal View History

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)
2019-03-07 11:23:14 +00:00
* 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).
* [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.