Science Score: 54.0%
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
Found codemeta.json file -
✓.zenodo.json file
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○DOI references
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✓Academic publication links
Links to: zenodo.org -
○Committers with academic emails
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (11.2%) to scientific vocabulary
Keywords
Repository
bnlearn
Basic Info
- Host: GitHub
- Owner: erdogant
- License: other
- Language: Python
- Default Branch: main
- Homepage: https://erdogant.github.io/bnlearn
- Size: 35.2 KB
Statistics
- Stars: 1
- Watchers: 1
- Forks: 1
- Open Issues: 0
- Releases: 1
Topics
Metadata Files
README.md
bnclassify - Probability density fitting.
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bnclassify is Python package that originates from bnlearn and is for learning the graphical structure of Bayesian networks, parameter learning, inference and sampling methods. Although there are very good Python packages for probabilistic graphical models, it still can remain difficult (and somethimes unnecessarily) to (re)build certain pipelines. bnclassify for python (this package) is build on the pgmpy package and contains the most-wanted pipelines. Navigate to API documentations for more detailed information.
Star the bnlearn repo if you like it! ⭐️
Blog/Documentation
- Step-by-step guide for structure learning!
- Step-by-step guide for knowledge-driven models!
bnclassifyis Python package that originates frombnlearnlibrary.Examples and information can be found at the bnlearn github
Owner
- Name: Erdogan
- Login: erdogant
- Kind: user
- Location: Den Haag
- Website: https://erdogant.github.io/
- Repositories: 51
- Profile: https://github.com/erdogant
Machine Learning | Statistics | Bayesian | D3js | Visualizations
Citation (CITATION.cff)
# YAML 1.2
---
authors:
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family-names: Taskesen
given-names: Erdogan
orcid: "https://orcid.org/0000-0002-3430-9618"
cff-version: "1.1.0"
date-released: 2020-01-02
keywords:
- "Bayesian-inference"
- "Structure learning"
- "Parameter learning"
- "Causal relationships"
license: "MIT"
message: "If you use this software, please cite it using these metadata."
repository-code: "https://erdogant.github.io/bnlearn"
title: "bnlearn - Library for Bayesian network learning and inference"
version: "0.3.22"
...
GitHub Events
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Last Year
Issues and Pull Requests
Last synced: 7 months ago
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- Total issues: 0
- Total pull requests: 0
- Average time to close issues: N/A
- Average time to close pull requests: N/A
- Total issue authors: 0
- Total 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
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
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Packages
- Total packages: 1
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Total downloads:
- pypi 11 last-month
- Total dependent packages: 0
- Total dependent repositories: 1
- Total versions: 2
- Total maintainers: 1
pypi.org: bnclassify
Python package for learning the graphical structure of Bayesian networks, parameter learning, inference and sampling methods.
- Homepage: https://erdogant.github.io/bnlearn
- Documentation: https://bnclassify.readthedocs.io/
- License: MIT License
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Latest release: 1.0.1
published almost 4 years ago