Carlos Parada

Documenting `@concrete` structs

3

``` """ Object Parameters: - `x`: Stores information. """ @concrete terse struct Object x end ``` This throws an error: ``` '@concrete' not documentable. See 'Base.@__doc__' docs for details. ```

Rejected samples are often very useful for Rao-Blackwellization, or even just for identifying where the sampler is having trouble. Maybe we should have some way to return and store rejected...

`condition` method with weights

6

It would be nice to have a new method for `condition` that accepts weights from `StatsBase`; `FrequencyWeights` in particular would be very useful for things like minibatching or repeat observations.

Vector args for loglike?

5

``` NestedModel(loglike, prior_transform) NestedModel(loglike, priors::AbstractVector{

Pairwise Summation/Reduction for `var`

2

At the moment, `var` does a naive sum by adding up the squared deviations from the mean. However, when `var` is called on a collection, we can speed it up...

[This](https://github.com/FluxML/OneHotArrays.jl) seems broadly useful enough that I think we should reexport it.

Add Tables support for SVD

1

``` julia> y = DataFrame(randn(10, 10) + Diagonal(vcat(missings(5), zeros(5))), :auto) 10×10 DataFrame Row │ x1 x2 x3 x4 ⋯ │ Float64? Float64? Float64? Float64? ⋯ ─────┼──────────────────────────────────────────────────────────────────── 1 │ missing -0.405736...

Is `At()` Necessary for `Symbol`+`String` Inputs?

8

Would it make sense to infer, when a string or symbol is passed to `getindex`, that the user probably wants `At(string)`? Adding this would probably make it easier to transition...

Move to JuliaInterop

3

Hi, would you be interested in moving this package to JuliaInterop so it can be more visible?

More Spaces

18

Hi, would you be interested in extending this package to cover non-euclidean spaces by working with manifolds from [Manifolds.jl](https://github.com/JuliaManifolds/Manifolds.jl)? The use case for this is Distributions.jl, which has lots of...