https://github.com/itsrainingdata/sparsebn-reproduce
https://github.com/itsrainingdata/sparsebn-reproduce
Last synced: 11 months ago
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- Host: GitHub
- URL: https://github.com/itsrainingdata/sparsebn-reproduce
- Owner: itsrainingdata
- Created: 2017-03-06T16:01:37.000Z (almost 9 years ago)
- Default Branch: master
- Last Pushed: 2019-11-25T15:44:11.000Z (over 6 years ago)
- Last Synced: 2025-01-29T18:11:27.100Z (about 1 year ago)
- Language: R
- Size: 5.36 MB
- Stars: 2
- Watchers: 3
- Forks: 1
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# sparsebn-reproduce
This repository contains all of the code and data necessary to replicate the examples from \[[1](#references)\]:
- **v91i11.R** Official reproduction script accompanying the [final JSS paper](https://www.jstatsoft.org/article/view/v091i11).
- **sparsebn-paper_code.R** Example code from arXiv draft.
- **sparsebn-section4_1.R** Code to replicate data from Figure 2 (Section 4.1).
- **sparsebn-section4_2.R** Code to replicate data from Figures 3, 4 (Section 4.2).
- **sparsebn-alzheimers.R** Code to replicate experiments on AD data from Section 6.3.
- ***.csv**: Data files used in Section 6.3.
References
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\[1\] Aragam, B., Gu, J., and Zhou, Q. [Learning large-scale Bayesian networks with the sparsebn package.](https://www.jstatsoft.org/article/view/v091i11) _Journal of Statistical Software_, 91(11), 1–38, 2019. [arXiv: 1703.04025](https://arxiv.org/abs/1703.04025).