NestedSamplers.jl

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Turing Interface

1

***Goal***: Making nested sampling compatible with Turing external sampler interface.

JaimeRZP

Looking for new maintainer

2

Hi everyone, Turns out doing a PhD takes a lot of time and effort and it turns out my PhD has nothing to do with nested sampling, so it's been...

mileslucas

Parallel Sampling

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Although sampling in NS is not as easily parallelizable as MCMC, there are still opportunities for multi-threading/multi-processing during the sample proposal step. Following the formalism of https://www.wesleyhenderson.me/pdfs/Parallelized_Nested_Sampling_Henderson_Goggans.pdf when we propose...

mileslucas

https://github.com/ptiede/HypercubeTransform.jl

yebai

Integration with Turing and NestedSamplers

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NestedSamplers is an independent sampler library at the moment and lacks an interface for models specified by the domain-specific language (DSL) in [Turing](https://github.com/TuringLang/Turing.jl). However, since NestedSampler supports the [`AbstractMCMC` ](https://github.com/TuringLang/AbstractMCMC.jl)...

yebai

rewrite integrator

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- switch logvol and logwt calculations to use quadratic trapezoid rule - incorporate quad. trap. rule to logzerr calculation - add quadratic trapezoidal rule to add_live_points - rerun benchmarks with...

mileslucas

use relative eigen threshold

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__upd: this post describes background and the first commit of this PR__ It's probably more reasonable? But still not a complete fix, see below. I encountered an error arising from...

aplavin

JOSS Paper

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Pull request for JOSS paper Generate PDF from [Whedon preview](https://whedon.theoj.org/)

mileslucas

Vector args for loglike?

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

ParadaCarleton

[WIP] Implement Proposals.HSlice

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SaranjeetKaur