jessebett

Is it possible to have the Use TouchBar option separate from the usual Visible option. I'd like to use tool-bar to put buttons on my touchbar without any screen real-estate...

RGB4 with codec libx264 not currently supported

5

This is the result of saving pngs from Plots.jl with the default `savefig("filename.png")` and then loading that file with `load("filename.png"). This results in a file with ``` julia> typeof(load("filename.png)) Array{RGB4{Normed{UInt8,8}},2}...

No Method Matching NamedTuple. Defining gradients through custom types

13

Taking the `Zygote.gradient` through a function of `Taylor1` from TaylorSeries.jl is throws a Method error on NamedTuple with the symbols being the fields of the struct `Taylor1` which are `coeffs`...

Repo Organization with Separate Folders for Example Programs and Common

1

This looks great! How difficult would it be to organize this repo so that each example programs and common have their own directory? This would simplify individual file naming, make...

This allows support for array views. Technically also allows CuArrays, but `convn` requires scalar `getindex`.

Delete Folder is Asking for Trouble

2

I just accidentally clicked Delete Folder from the dropdown menu on the entire project folder.... This immediately deletes my remote folder, which since I have remote deletes delete locally, immediately...

If Hydra is offering something similar to Jax's `vmap` then the README sholuld contain a demonstration of usage analogous to [the vmap section in Jax documentation](https://github.com/google/jax#auto-vectorization-with-vmap) or [section 5 of...

* Methods for LinearAlgebra.Adjoint and Tracked Arrays are Ambiguous

9

``` using Flux p = param(2.) f(x) = x.^2 + p.^2 [1.,1.,1.]' * f([1.,1.,1.]) # MethodError: *(::LinearAlgebra.Adjoint{Float64,Array{Float64,1}}, ::TrackedArray{…,Array{Float64,1}}) is ambiguous ```

Significantly Faster Adjoint Solves

1

@ChrisRackauckas have you seen this work by Ricky already? https://arxiv.org/abs/2009.09457 **"Hey, that's not an ODE": Faster ODE Adjoints with 12 Lines of Code** Patrick Kidger, Ricky T. Q. Chen, Terry...

Efficient Kronecker Gradients in Zygote

4

Can you review the implementation of the gradients for `kron` in [Zygote](https://github.com/FluxML/Zygote.jl/blob/a23e76b40c4dc34e2f674c0b1222f7062bb65445/src/lib/array.jl#L231-L241) and [Tracker](https://github.com/FluxML/Tracker.jl/blob/97420eace7288fc82847ff852693bb96e3d2f84a/src/lib/array.jl#L261-L273)? I directly ported these from [Tensorflow](https://github.com/tensorflow/tensorflow/blob/23c218785eac5bfe737eec4f8081fd0ef8e0684d/tensorflow/contrib/kfac/python/ops/utils.py#L121-L127). Specifically could you comment on the implementation, and whether it...