https://github.com/bat/ultranest.jl
Julia wrapper for UltraNest: advanced nested sampling for model comparison and parameter estimation
Science Score: 23.0%
This score indicates how likely this project is to be science-related based on various indicators:
-
○CITATION.cff file
-
✓codemeta.json file
Found codemeta.json file -
○.zenodo.json file
-
○DOI references
-
○Academic publication links
-
✓Committers with academic emails
1 of 3 committers (33.3%) from academic institutions -
○Institutional organization owner
-
○JOSS paper metadata
-
○Scientific vocabulary similarity
Low similarity (9.9%) to scientific vocabulary
Keywords from Contributors
Repository
Julia wrapper for UltraNest: advanced nested sampling for model comparison and parameter estimation
Basic Info
- Host: GitHub
- Owner: bat
- License: other
- Language: Julia
- Default Branch: main
- Size: 400 KB
Statistics
- Stars: 6
- Watchers: 3
- Forks: 0
- Open Issues: 1
- Releases: 1
Metadata Files
README.md
UltraNest.jl
Documentation
This is a Julia wrapper for Python nested sampling package UltraNest.
Nested sampling allows Bayesian inference on arbitrary user-defined likelihoods. In particular, posterior probability distributions on model parameters are constructed, and the marginal likelihood ("evidence") Z is computed. The former can be used to describe the parameter constraints of the data, the latter can be used for model comparison (via Bayes factors) as a measure of the prediction parsimony of a model.
UltraNest provides novel, advanced techniques (see how it works). They are especially remarkable for being free of tuning parameters and theoretically justified. Beyond that, UltraNest has support for Big Data sets and high-performance computing applications.
Owner
- Name: Bayesian analysis toolkit
- Login: bat
- Kind: organization
- Email: bat@mpp.mpg.de
- Website: https://www.mpp.mpg.de/bat/
- Repositories: 24
- Profile: https://github.com/bat
GitHub Events
Total
- Delete event: 1
- Push event: 1
- Pull request event: 2
- Create event: 1
Last Year
- Delete event: 1
- Push event: 1
- Pull request event: 2
- Create event: 1
Committers
Last synced: over 1 year ago
Top Committers
| Name | Commits | |
|---|---|---|
| Oliver Schulz | o****z@m****e | 11 |
| johannes.buchner.acad@gmx.com | j****d@g****m | 1 |
| CompatHelper Julia | c****y@j****g | 1 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: about 1 year ago
All Time
- Total issues: 2
- Total pull requests: 2
- Average time to close issues: less than a minute
- Average time to close pull requests: 3 months
- Total issue authors: 2
- Total pull request authors: 1
- Average comments per issue: 0.5
- Average comments per pull request: 0.5
- Merged pull requests: 1
- Bot issues: 0
- Bot pull requests: 2
Past Year
- Issues: 0
- Pull requests: 1
- Average time to close issues: N/A
- Average time to close pull requests: 22 minutes
- Issue authors: 0
- Pull request authors: 1
- Average comments per issue: 0
- Average comments per pull request: 0.0
- Merged pull requests: 1
- Bot issues: 0
- Bot pull requests: 1
Top Authors
Issue Authors
- fabienbaron (1)
- JuliaTagBot (1)
Pull Request Authors
- github-actions[bot] (3)
Top Labels
Issue Labels
Pull Request Labels
Packages
- Total packages: 1
-
Total downloads:
- julia 4 total
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 1
juliahub.com: UltraNest
Julia wrapper for UltraNest: advanced nested sampling for model comparison and parameter estimation
- Documentation: https://docs.juliahub.com/General/UltraNest/stable/
- License: MIT
-
Latest release: 0.1.0
published over 5 years ago
Rankings
Dependencies
- JuliaRegistries/TagBot v1 composite
- actions/cache v2 composite
- actions/checkout v2 composite
- codecov/codecov-action v1 composite
- julia-actions/julia-buildpkg latest composite
- julia-actions/julia-docdeploy latest composite
- julia-actions/julia-processcoverage v1 composite
- julia-actions/julia-runtest latest composite
- julia-actions/setup-julia latest composite