partitionedparallelsampling.jl
Parallel sampling via space partitioning
Science Score: 38.0%
This score indicates how likely this project is to be science-related based on various indicators:
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✓CITATION.cff file
Found CITATION.cff file -
○codemeta.json file
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○.zenodo.json file
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○DOI references
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✓Academic publication links
Links to: arxiv.org -
✓Committers with academic emails
1 of 3 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 (8.6%) to scientific vocabulary
Keywords from Contributors
Repository
Parallel sampling via space partitioning
Basic Info
- Host: GitHub
- Owner: bat
- License: other
- Language: Julia
- Default Branch: main
- Size: 155 KB
Statistics
- Stars: 0
- Watchers: 5
- Forks: 0
- Open Issues: 1
- Releases: 0
Metadata Files
README.md
PartitionedParallelSampling.jl
This package provides a sampling algorithm that partitions parameter space into multiple subspaces and samples/integrates them independently (Caldwell et al.).
Installation
PartitionedParallelSampling.jl it not a registered Julia package yet and currently requires BAT.jl v3.0.0-DEV and AHMI.jl (not registered yet).
To install PartitionedParallelSampling, use
julia
julia> using Pkg
julia> pkg"add BAT#main"
julia> pkg"add https://github.com/bat/AHMI.jl.git"
julia> pkg"add https://github.com/bat/PartitionedParallelSampling.jl.git"
Documentation
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
Citation (CITATION.bib)
@article{Hafych:2022PPS,
author = {Hafych, Vasyl and Eller, Philipp and Schulz, Oliver and Caldwell, Allen},
title = {Parallelizing MCMC sampling via space partitioning},
journal = {Statistics and Computing},
year = {2022},
month = {Jun},
day = {27},
volume = {32},
number = {4},
pages = {56},
issn = {1573-1375},
doi = {10.1007/s11222-022-10116-z}
}
GitHub Events
Total
Last Year
Committers
Last synced: about 1 year ago
Top Committers
| Name | Commits | |
|---|---|---|
| Oliver Schulz | o****z@m****e | 8 |
| github-actions[bot] | 4****] | 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: 0
- Total pull requests: 3
- Average time to close issues: N/A
- Average time to close pull requests: 12 days
- Total issue authors: 0
- Total pull request authors: 1
- Average comments per issue: 0
- Average comments per pull request: 1.0
- Merged pull requests: 2
- Bot issues: 0
- Bot pull requests: 3
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
Pull Request Authors
- github-actions[bot] (3)
Top Labels
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