dynesty
Dynamic Nested Sampling package for computing Bayesian posteriors and evidences
Science Score: 59.0%
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
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
✓DOI references
Found 5 DOI reference(s) in README -
✓Academic publication links
Links to: zenodo.org -
✓Committers with academic emails
13 of 39 committers (33.3%) from academic institutions -
○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (14.4%) to scientific vocabulary
Keywords
Keywords from Contributors
Repository
Dynamic Nested Sampling package for computing Bayesian posteriors and evidences
Basic Info
- Host: GitHub
- Owner: joshspeagle
- License: mit
- Language: Python
- Default Branch: master
- Homepage: https://dynesty.readthedocs.io/
- Size: 158 MB
Statistics
- Stars: 385
- Watchers: 17
- Forks: 87
- Open Issues: 13
- Releases: 15
Topics
Metadata Files
README.md
dynesty
A Dynamic Nested Sampling package for computing Bayesian posteriors and evidences. Pure Python. MIT license.
Documentation
Documentation can be found here.
Installation
The most stable release of dynesty can be installed
through pip via
pip install dynesty
The current (less stable) development version can be installed by running
python setup.py install
from inside the repository.
Demos
Several Jupyter notebooks that demonstrate most of the available features of the code can be found here.
Attribution
If you find the package useful in your research, please cite at least both of these references: * The original paper Speagle (2020) * The python implementation Koposov et al. (2024) (the citation info is at the bottom of the page on the right)
and ideally also papers describing the underlying methods (see the documentation for more details)
Reporting issues
If you want to report issues, or have questions, please do that on github.
Contributing
Patches and contributions are very welcome! Please see CONTRIBUTING.md for more details.
Owner
- Name: Josh Speagle
- Login: joshspeagle
- Kind: user
- Location: Toronto, ON
- Company: University of Toronto
- Website: joshspeagle.com
- Repositories: 19
- Profile: https://github.com/joshspeagle
Assistant Professor of Astrostatistics
GitHub Events
Total
- Issues event: 17
- Watch event: 34
- Delete event: 2
- Issue comment event: 50
- Push event: 80
- Pull request review comment event: 4
- Pull request review event: 4
- Pull request event: 8
- Fork event: 10
- Create event: 4
Last Year
- Issues event: 17
- Watch event: 34
- Delete event: 2
- Issue comment event: 50
- Push event: 80
- Pull request review comment event: 4
- Pull request review event: 4
- Pull request event: 8
- Fork event: 10
- Create event: 4
Committers
Last synced: about 2 years ago
Top Committers
| Name | Commits | |
|---|---|---|
| Sergey E. Koposov | s****v@e****k | 887 |
| Josh Speagle | j****e@g****m | 142 |
| Kyle Barbary | k****y@g****m | 76 |
| Gregory Ashton | g****n@l****g | 11 |
| Ed Bennett | e****t@s****k | 10 |
| Carl Scheffler | c****r@g****m | 7 |
| Josh Speagle | j****e@c****u | 6 |
| Johannes Buchner | j****d@g****m | 6 |
| Colm Talbot | c****t@l****g | 6 |
| Ben Cook | b****k@c****u | 5 |
| James Guillochon | g****n@g****m | 4 |
| ana | a****a@y****u | 3 |
| Josh Speagle | j****e@u****a | 3 |
| Patricio Cubillos | p****s@o****t | 3 |
| Erik Tollerud | e****d@g****m | 2 |
| Johannes Buchner | b****s@g****t | 2 |
| Ilya | i****o@g****m | 2 |
| Dustin Lang | d****n@g****m | 2 |
| Benjamin Johnson | b****n@g****m | 2 |
| Andres Asensio Ramos | a****o@i****s | 2 |
| MatthieuDartiailh | m****l@l****t | 2 |
| Dan F-M | f****y@g****m | 1 |
| Andrew McCluskey | a****w@m****t | 1 |
| Alexander Harvey Nitz | a****z@g****m | 1 |
| Danny Goldstein | d****d@b****u | 1 |
| Joel Leja | j****a@g****m | 1 |
| Christoph Deil | D****h@g****m | 1 |
| Matthew Pitkin | m****n@l****g | 1 |
| Patrick Sheehan | p****7@g****m | 1 |
| Thomas Vandal | t****l@h****m | 1 |
| and 9 more... | ||
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: 6 months ago
All Time
- Total issues: 114
- Total pull requests: 46
- Average time to close issues: about 1 month
- Average time to close pull requests: about 1 month
- Total issue authors: 57
- Total pull request authors: 9
- Average comments per issue: 4.41
- Average comments per pull request: 3.52
- Merged pull requests: 32
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 11
- Pull requests: 7
- Average time to close issues: 30 days
- Average time to close pull requests: 13 days
- Issue authors: 9
- Pull request authors: 4
- Average comments per issue: 3.73
- Average comments per pull request: 1.14
- Merged pull requests: 5
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- segasai (30)
- Jammy2211 (3)
- dilpath (3)
- asmasca (3)
- Nicholaswogan (2)
- shantanu9847 (2)
- MikhailBeznogov (2)
- camarman (2)
- Sunnnsh (2)
- lalit-pathak (2)
- npassaleva (2)
- mkplummer (2)
- mvsoom (2)
- rodleiva (2)
- elts6570 (2)
Pull Request Authors
- segasai (29)
- ColmTalbot (10)
- xlucn (2)
- edbennett (2)
- emmanuel-ferdman (2)
- joezuntz (2)
- GregoryAshton (1)
- eteq (1)
- rakaar (1)
Top Labels
Issue Labels
Pull Request Labels
Packages
- Total packages: 2
-
Total downloads:
- pypi 36,289 last-month
- Total docker downloads: 896
-
Total dependent packages: 39
(may contain duplicates) -
Total dependent repositories: 105
(may contain duplicates) - Total versions: 46
- Total maintainers: 2
pypi.org: dynesty
A dynamic nested sampling package for computing Bayesian posteriors and evidences.
- Homepage: https://github.com/joshspeagle/dynesty
- Documentation: https://dynesty.readthedocs.io/
- License: MIT
-
Latest release: 2.1.5
published about 1 year ago
Rankings
Maintainers (2)
conda-forge.org: dynesty
dynesty is a dynamic nested sampling package for computing Bayesian posteriors and evidences. Pure Python.
- Homepage: https://github.com/joshspeagle/dynesty
- License: MIT
-
Latest release: 2.0.1
published over 3 years ago
Rankings
Dependencies
- actions/checkout v3 composite
- actions/setup-python v4 composite
- matplotlib *
- numpy *
- numpydoc *
- scipy *
- coveralls * development
- dill * development
- h5py * development
- ipyparallel * development
- jupyter * development
- numpydoc * development
- pylint * development
- pytest * development
- pytest-cov * development
- pytest-xdist * development
- sphinx * development
- sphinx-rtd-theme * development
- tqdm * development
- matplotlib *
- numpy >=1.17.0
- scipy *