https://github.com/wlandau/stantargets-talk

Presentation about the {stantargets} R package
https://github.com/wlandau/stantargets-talk

bayes bayesian bayesian-statistics pipeline reproducibility reproducible-research targets targets-pipeline

Last synced: 9 days ago
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Presentation about the {stantargets} R package

• Host: GitHub
• URL: https://github.com/wlandau/stantargets-talk
• Owner: wlandau
• License: mit
• Created: 2022-11-03T12:32:04.000Z (about 2 years ago)
• Default Branch: main
• Last Pushed: 2023-06-23T02:31:36.000Z (over 1 year ago)
• Last Synced: 2024-11-05T04:42:17.625Z (about 2 months ago)
• Topics: bayes, bayesian, bayesian-statistics, pipeline, reproducibility, reproducible-research, targets, targets-pipeline
• Language: R
• Homepage: https://wlandau.github.io/stantargets-talk
• Size: 6.04 MB
• Stars: 3
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Bayesian pipelines with stantargets

The [`stantargets`](https://docs.ropensci.org/stantargets/) R package is an extension of [CmdStanR](https://mc-stan.org/cmdstanr/), a lightweight interface to [Stan](https://mc-stan.org/), and [`targets`](https://docs.ropensci.org/targets/), a general-purpose pipeline tool for reproducible research and high-performance computing. In [`stantargets`](https://docs.ropensci.org/stantargets/), a complicated Stan workflow becomes a concise [`targets`](https://docs.ropensci.org/targets/) pipeline, and [`targets`](https://docs.ropensci.org/targets/) orchestrates the pipeline to efficiently bring the results up to date with the underlying code and data. By simplifying pipeline creation, [`stantargets`](https://docs.ropensci.org/stantargets/) reduces the practical burden of developing and maintaining reproducible analysis workflows for Bayesian statistics.