Pathfinder.jl

Preheat your MCMC
Author mlcolab
Sub Category Bayesian
Category Probability & Statistics
Github
Popularity
66 Stars
Updated Last
1 Year Ago
Started In
October 2021

Pathfinder.jl: Parallel quasi-Newton variational inference

Stable Dev Build Status Coverage Code Style: Blue ColPrac: Contributor's Guide on Collaborative Practices for Community Packages DOI

An implementation of Pathfinder, 1 a variational method for initializing Markov chain Monte Carlo (MCMC) methods.

Footnotes

  1. Lu Zhang, Bob Carpenter, Andrew Gelman, Aki Vehtari (2021). Pathfinder: Parallel quasi-Newton variational inference. arXiv: 2108.03782 [stat.ML]. Code ↩

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