https://github.com/chalk-lab/mcmctempering.jl
Implementations of parallel tempering algorithms to augment samplers with tempering capabilities
Science Score: 26.0%
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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
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○Academic publication links
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○Scientific vocabulary similarity
Low similarity (5.3%) to scientific vocabulary
Keywords
julia-language
mcmc
mcmc-sampling
multimodality
probabilistic-programming
turing-language
Last synced: 5 months ago
·
JSON representation
Repository
Implementations of parallel tempering algorithms to augment samplers with tempering capabilities
Basic Info
- Host: GitHub
- Owner: chalk-lab
- License: mit
- Language: Julia
- Default Branch: main
- Homepage: https://turinglang.org/MCMCTempering.jl/
- Size: 568 KB
Statistics
- Stars: 37
- Watchers: 9
- Forks: 6
- Open Issues: 9
- Releases: 6
Topics
julia-language
mcmc
mcmc-sampling
multimodality
probabilistic-programming
turing-language
Created almost 5 years ago
· Last pushed 9 months ago
Metadata Files
Readme
License
README.md
MCMCTempering.jl
MCMCTempering.jl implements simulated and parallel tempering, two methods for sampling from complex or multi-modal posteriors. These algorithms use temperature scheduling to flatten out the target distribution, making it easier to sample from.
Temper away!
Owner
- Name: Learning and Inference Group
- Login: chalk-lab
- Kind: organization
- Location: United Kingdom
- Website: https://mlg.eng.cam.ac.uk/hong/
- Repositories: 1
- Profile: https://github.com/chalk-lab
Hong Ge's Research Group at Cambridge University
GitHub Events
Total
- Delete event: 1
- Push event: 1
- Pull request event: 2
- Fork event: 1
- Create event: 1
Last Year
- Delete event: 1
- Push event: 1
- Pull request event: 2
- Fork event: 1
- Create event: 1
Issues and Pull Requests
Last synced: 6 months ago
All Time
- Total issues: 17
- Total pull requests: 81
- Average time to close issues: 5 months
- Average time to close pull requests: 10 days
- Total issue authors: 5
- Total pull request authors: 4
- Average comments per issue: 2.0
- Average comments per pull request: 0.58
- Merged pull requests: 23
- Bot issues: 0
- Bot pull requests: 57
Past Year
- Issues: 0
- Pull requests: 5
- Average time to close issues: N/A
- Average time to close pull requests: 5 days
- Issue authors: 0
- Pull request authors: 2
- Average comments per issue: 0
- Average comments per pull request: 0.2
- Merged pull requests: 3
- Bot issues: 0
- Bot pull requests: 3
Top Authors
Issue Authors
- HarrisonWilde (13)
- vembha (1)
- itsdfish (1)
- ptiede (1)
- JuliaTagBot (1)
Pull Request Authors
- github-actions[bot] (57)
- torfjelde (12)
- HarrisonWilde (11)
- itsdfish (1)
Top Labels
Issue Labels
Pull Request Labels
Dependencies
.github/workflows/TagBot.yml
actions
- JuliaRegistries/TagBot v1 composite