st--

https://github.com/JuliaGaussianProcesses/KernelFunctions.jl/blob/2d84c74da733ab74665c141b0698da01a08cd1f2/examples/gaussianprocesspriors.jl and https://github.com/JuliaGaussianProcesses/KernelFunctions.jl/blob/2d84c74da733ab74665c141b0698da01a08cd1f2/examples/kernel_ridge_regression.jl though I already made [some changes](https://github.com/JuliaGaussianProcesses/KernelFunctions.jl/pull/234/commits/2d84c74da733ab74665c141b0698da01a08cd1f2) to get it to play along a bit better. Notable differences are that Literate.jl exclusively uses `#` at the line start...

The rendered (Literate.jl/Documenter.jl) output is here: https://juliagaussianprocesses.github.io/KernelFunctions.jl/previews/PR234/examples/gaussianprocesspriors/ and https://juliagaussianprocesses.github.io/KernelFunctions.jl/previews/PR234/examples/kernel_ridge_regression/ (I'm not sure why the first one doesn't actually render the figures, whereas it works fine for the second one :thinking:)

Handling ` ```math ... ``` ` vs `$$ ... $$` still needs extra parsing though, likewise for cell splitting / `#- ... #+`?

This was discussed on https://discourse.julialang.org/t/literate-leaves-behind-extraneous/44777 as well (including some concrete examples).

@PetrKryslUCSD you can use the `preprocess` functionality with a function like the following: ```julia function preprocess(content) return replace(content, r"^##$."ms => "") end ``` This matches lines that are exactly `##`,...

It's much cleaner to explicitly use this preprocessing than to build in some hard-coded processing for one specific environment, so should this issue be closed now? (I also pointed out...

This is the kind of model that I'd love for GPflow to support in terms of API needed to implement it, but would be a bit wary about including as...

Hi @MarkoCloss, I believe tensorflow-probability's multi-chain code works because all tfp distributions happily broadcast over leading dimensions. Unfortunately this is not the case in GPflow (see https://github.com/GPflow/GPflow/issues/1204); we would like...

Hi @wbeardall, this is indeed something we would like to see GPflow be able to do! In the past there had been some additional issues with saving models (resolved in...

Hi @sdwebb, how did you find that link to the documentation? I wasn't even aware this (very out-of-date) existed on readthedocs! `input_dim` no longer exists. Instead you just need to...