Explain how and why the package falls under these categories (briefly, 1-2 sentences). Please note any areas you are unsure of: ernest is a general implementation of the nested sampling algorithm for ...

Abstract: In order to improve the performance of target localization based on multi-sensor system, this paper proposes a novel sparse acoustic vector sensor (AVS) array with nested moving sampling ...

Nested sampling (NS) has emerged as a powerful tool for exploring thermodynamic properties in materials science. However, its efficiency is often hindered by the limitations of Markov chain Monte ...

Sampling from multi-modal distributions and estimating marginal likelihoods, also known as evidences and normalizing constants, are well-known challenges in statistical computation. They can be ...

Sampling from complex probability distributions is important in many fields, including statistical modeling, machine learning, and physics. This involves generating representative data points from a ...

Thank you very much for putting this package together, this is impressive! I was wondering if you would be interested in an implementation of nested sampling in pure jax. I know that the jaxns package ...

Software Defined Radio (SDR) architecture allows us to integrate different mobile technologies using common hardware but with different software modules. To achieve this, we need to keep the signal in ...

Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. New Bayesian parameter estimation methods have the capability to enable more ...