Kyle Daruwalla

`Vararg`s get clobbered?

6

I have the following code: ```julia f(x, xs...) = max.(x, xs...) ``` where `max` is treated like a primitive. When I trace `f(rand(2, 2), rand(2, 2))` with with Ghost, I...

Roadmap

11

Prompted by discussions on Discourse and Slack, I think we sorely need a roadmap issue for FluxML. This issue will serve as that roadmap; the hope is that we build...

Choosing model serialization format(s) for cross-framework support (like HuggingFace)

8

(continuing Slack discussion) ### Julia to other frameworks Since we are moving away from `@save "weight.bson" params(model)` in #1875, we should probably think about a recommended object to serialize that...

Use NNlib.conv_bias_act for Conv

4

This closes #1302 (supersedes) and fixes #558. ### PR Checklist - [ ] Tests are added - [ ] Entry in NEWS.md - [ ] Documentation, if applicable - [...

`TaskDataset` does not sub-type `MLUtils.AbstractDataContainer`

3

I would sub-type [`MLUtils.AbstractDataContainer`](https://github.com/JuliaML/MLUtils.jl/blob/387b371287d00ce7e40a1be092db0dc4ad624b58/src/observation.jl#L75) to get some sensible defaults like `Base.iterate` defined on top of the MLUtils.jl interface.

Add character and word level tokenizers

3

Add simple character and word level tokenizers that conform to the LearnBase.jl `getobs`/`nobs` interfaces.

Make Distributions.jl GPU friendly

19

An increasing number of ML applications require sampling and reusing Distributions.jl instead of rolling your own sampler would be a major step forward. I have already forked this package to...

Add model implementations

16

Below are models that we still need to implement # Will implement These are models for which we are actively seeking implementations/weights. ## Model implementations - [x] VGG - [x]...

jldoctest support

4

Does Publish plan to support `jldoctest` blocks in docstrings? This is useful for making sure any examples can always run.

Any idea on how documentation previews can be generated for PRs? In lieu of #15, being able to manually check that the examples run would be good.