https://github.com/biaslab/schedulefree-mp
Schedule-free variational message passing on factor graphs
Science Score: 13.0%
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
-
○Academic email domains
-
○Institutional organization owner
-
○JOSS paper metadata
-
○Scientific vocabulary similarity
Low similarity (1.7%) to scientific vocabulary
Keywords
bayesian-inference
efficient
factor-graphs
variational-message-passing
Last synced: 5 months ago
·
JSON representation
Repository
Schedule-free variational message passing on factor graphs
Basic Info
Statistics
- Stars: 1
- Watchers: 2
- Forks: 2
- Open Issues: 1
- Releases: 0
Topics
bayesian-inference
efficient
factor-graphs
variational-message-passing
Created almost 7 years ago
· Last pushed almost 6 years ago
Metadata Files
Readme
License
README.md
Schedule-free variational message-passing
Message passing in factor graphs should be free of an explicit message scheduler. The scheduler is the bottleneck in computational cost, because it has to parse the graph in its entirety. By passing messages based on a local, distributed criterion, the scheduler can be circumvented. Schedule-free MP scales better to to larger graphs.
Comments
Feedback can be submitted to the issues tracker.
Owner
- Name: BIASlab
- Login: biaslab
- Kind: organization
- Email: info@biaslab.org
- Location: Eindhoven, the Netherlands
- Website: http://biaslab.org
- Repositories: 47
- Profile: https://github.com/biaslab
Bayesian Intelligent Autonomous Systems lab
GitHub Events
Total
Last Year
Issues and Pull Requests
Last synced: 11 months ago
All Time
- Total issues: 6
- Total pull requests: 2
- Average time to close issues: 4 months
- Average time to close pull requests: 9 days
- Total issue authors: 2
- Total pull request authors: 1
- Average comments per issue: 2.5
- Average comments per pull request: 0.0
- Merged pull requests: 2
- 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
- wmkouw (4)
- mroavi (1)
Pull Request Authors
- mroavi (2)