R bayesian-inference

Open-source R projects categorized as bayesian-inference | Edit details

R bayesian-inference Projects

  • GitHub repo brms

    brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan

    Project mention: [R] Are there methods for ridge and lasso regression that allow the introduction of weights to give more importance to some observations? | reddit.com/r/MachineLearning | 2021-08-23

    I think the brms package (https://github.com/paul-buerkner/brms) or the blavaan package (http://ecmerkle.github.io/blavaan/) have support for SEM. I've never done it myself, so I unfortunately can't give you any direction for that in particular. However, I have used stan in multi-level meta-analysis regression (combining multiple CRISPRa experiments to find determinants of CRISPRa activity, see https://github.com/timydaley/CRISPRa-sgRNA-determinants/blob/master/metaAnalysis/NeuronAndSelfRenewalMetaMixtureRegression.Rmd) and had some success.

  • GitHub repo ParBayesianOptimization

    Parallelizable Bayesian Optimization in R

    Project mention: [D] Selecting Hyperparameters Using Bayesian Optimization | reddit.com/r/statistics | 2021-03-03

    Disclaimer: I am the maintainer of ParBayesianOptimization. That readme has a pretty good walkthrough of how Bayesian optimization works.

  • Scout APM

    Less time debugging, more time building. Scout APM allows you to find and fix performance issues with no hassle. Now with error monitoring and external services monitoring, Scout is a developer's best friend when it comes to application development.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2021-08-23.

R bayesian-inference related posts

Index

Project Stars
1 brms 953
2 ParBayesianOptimization 73
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