https://github.com/cboettig/nonparametric-bayes
:notebook: Non-parametric Bayesian Inference for Conservation Decisions
Science Score: 33.0%
This score indicates how likely this project is to be science-related based on various indicators:
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○CITATION.cff file
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○codemeta.json file
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○.zenodo.json file
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✓DOI references
Found 1 DOI reference(s) in README -
✓Academic publication links
Links to: zenodo.org -
✓Committers with academic emails
1 of 5 committers (20.0%) from academic institutions -
○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (10.5%) to scientific vocabulary
Keywords
Keywords from Contributors
Repository
:notebook: Non-parametric Bayesian Inference for Conservation Decisions
Basic Info
- Host: GitHub
- Owner: cboettig
- License: cc0-1.0
- Language: TeX
- Default Branch: master
- Homepage: http://carlboettiger.info/projects/nonparametric-bayes.html
- Size: 20.6 MB
Statistics
- Stars: 45
- Watchers: 4
- Forks: 12
- Open Issues: 16
- Releases: 0
Topics
Metadata Files
README.md
nonparametric-bayes
- Authors:
- Carl Boettiger
- Marc Mangel
- Steve Munch
doi: 10.5281/zenodo.12669
This repository contains the research compendium of our work in nonparametric Bayesian inference for improving ecosystem management under deep structural uncertainty. The compendium contains all data, code, and text associated with the publication and has been permanently archived at the DOI indicated by the above badge.
R package
This repository is organized as an R package, providing functions to integrate the stochastic dynamic programming and Gaussian process inference methods explored here. Nevertheless, this package has been written explicitly for this project and may not yet be suitable for more general purpose use.
Manuscript
The results of this project have now been written up for publication. See
the manuscript directory for details, including the code necessary to
run the examples shown.
Notes and resources
See my lab notebook entries under the nonparametric-bayes tag for ongoing description of this research.
The issues tracker lists both current and accomplished goals in this project, and steps towards their completion.
See the repository history for a fine-grained view of progress and changes.
This is an Open Laboratory Notebook project. All work under this project has been available on the github repo as the research progresses.
Owner
- Name: Carl Boettiger
- Login: cboettig
- Kind: user
- Company: UC Berkeley
- Website: http://carlboettiger.info
- Repositories: 173
- Profile: https://github.com/cboettig
GitHub Events
Total
- Watch event: 2
Last Year
- Watch event: 2
Committers
Last synced: 10 months ago
Top Committers
| Name | Commits | |
|---|---|---|
| Carl Boettiger | c****g@g****m | 572 |
| David J. Harris | d****s@u****u | 2 |
| Ben Marwick | b****k@h****m | 2 |
| Oliver Keyes | I****s | 1 |
| Darío Hereñú | m****a@g****m | 1 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: 10 months ago
All Time
- Total issues: 93
- Total pull requests: 9
- Average time to close issues: about 1 month
- Average time to close pull requests: about 7 hours
- Total issue authors: 4
- Total pull request authors: 5
- Average comments per issue: 1.35
- Average comments per pull request: 2.56
- Merged pull requests: 8
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 0
- Pull requests: 0
- Average time to close issues: N/A
- Average time to close pull requests: N/A
- Issue authors: 0
- Pull request authors: 0
- Average comments per issue: 0
- Average comments per pull request: 0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- cboettig (49)
- benmarwick (1)
- davharris (1)
- trashbirdecology (1)
Pull Request Authors
- benmarwick (2)
- davharris (2)
- kant (1)
- Ironholds (1)
- cboettig (1)
Top Labels
Issue Labels
Pull Request Labels
Dependencies
- R >= 3.0 depends
- data.table * imports
- ggplot2 * imports
- kernlab * imports
- mcmc * imports
- pdgControl * imports
- plyr * imports
- reshape2 >= 1.4.0.99 imports
- MASS * suggests
- MCMCpack * suggests
- R2jags * suggests
- coda * suggests
- codetools * suggests
- dplyr * suggests
- emdbook * suggests
- knitr >= 1.5 suggests
- modeest * suggests
- pander * suggests
- rmarkdown * suggests
- testthat * suggests