diff --git a/NEWS.md b/NEWS.md new file mode 100644 index 00000000..55f4c96d --- /dev/null +++ b/NEWS.md @@ -0,0 +1,19 @@ +# v0.8.0 + +* New [ConvTranspose layer](https://github.com/FluxML/Flux.jl/pull/311). +* 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. + +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). + +# v0.7.0 + +Despite the heroic efforts of scholars and archeologists, pre-0.7 history is lost to the sands of time.