Kyurae Kim
Kyurae Kim
`resolve!` takes an `id::Int64`, but `fetchtests` tries to assign an integer literal into it, which is an `Int32` for x86. This commit explicitly converts the literal into `Int64`.
```julia import AdvancedMH, LogDensityProblems, Distributions struct TheNormalLogDensity{M} A::M end # can do gradient LogDensityProblems.capabilities(::Type{ Distributions.MvNormal((σ² / 2) .* g, σ² * I)) #spl = RWMH(MvNormal(zeros(2), I)) chain = AdvancedMH.sample(TheNormalLogDensity(inv(Σ)), spl,...
Not sure how much people use MALA when we have HMC, but Michalis Titisas has a new gradient-based covariance adaptation scheme at [NeurIPS'23](https://arxiv.org/abs/2305.14442). Probably worth considering for the future addition.
Hi, Under the current API, one implements two specializations of `step`: one for initializing the chain, and one for actually "stepping". But why didn't we make a separate interface for...
Documentations for the 0.3.0 rewrite.
Hi, this is the initial pull request for the rewrite of `AdvancedVI` as a successor to #25 The following panel will be updated in real-time, reflecting the discussions happening below....
Hi, I have personally experienced that pseudo-marginal MCMC (PM-MCMC) methods are quite efficient for low-dimensional non-conjugate GPs. (See [this paper](https://ieeexplore.ieee.org/document/6786502).) Since I have some experience implementing them, I would be...
Hi! I am looking into maybe contributing more ESS estimators to `MCMCDiagnosticTools.jl`, but it seems the current organization of the package is quite tightly coupled with the current `ess_rhat.jl` file....
* Update Enzyme external dependency to match the new AD interface * Enable unit tests with Enzyme Currently, this PR depends on upstream the following upstream issues: * https://github.com/EnzymeAD/Enzyme.jl/issues/1548 *...