glmpca
generalized principal component analysis (GLM-PCA) implemented in python
Science Score: 23.0%
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
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○.zenodo.json file
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✓DOI references
Found 2 DOI reference(s) in README -
○Academic publication links
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✓Committers with academic emails
1 of 2 committers (50.0%) from academic institutions -
○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (7.5%) to scientific vocabulary
Repository
generalized principal component analysis (GLM-PCA) implemented in python
Basic Info
- Host: GitHub
- Owner: willtownes
- License: lgpl-3.0
- Language: Python
- Default Branch: master
- Size: 26.4 KB
Statistics
- Stars: 60
- Watchers: 1
- Forks: 8
- Open Issues: 10
- Releases: 0
Metadata Files
README.md
Python package: glmpca
Generalized PCA for non-normally distributed data. If you find this useful please cite Feature Selection and Dimension Reduction based on a Multinomial Model.
An R implementation is also available.
Install
The release version of glmpca package can be installed from pypi
python
pip3 install glmpca
The development version can be installed from github
python
pip3 install git+https://github.com/willtownes/glmpca-py.git@master
Issues and bug reports
Please use https://github.com/willtownes/glmpca-py/issues to submit issues, bug reports, and comments.
Owner
- Name: Will Townes
- Login: willtownes
- Kind: user
- Location: Pittsburgh, PA
- Company: Carnegie Mellon University
- Website: http://willtownes.github.io
- Twitter: will_townes
- Repositories: 12
- Profile: https://github.com/willtownes
Assistant Professor of Statistics and Data Science
GitHub Events
Total
- Watch event: 4
- Fork event: 1
Last Year
- Watch event: 4
- Fork event: 1
Committers
Last synced: over 2 years ago
Top Committers
| Name | Commits | |
|---|---|---|
| Will Townes | w****s@g****m | 18 |
| Jan Lause | j****e@u****e | 2 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: 11 months ago
All Time
- Total issues: 16
- Total pull requests: 1
- Average time to close issues: about 2 months
- Average time to close pull requests: 7 days
- Total issue authors: 9
- Total pull request authors: 1
- Average comments per issue: 2.63
- Average comments per pull request: 1.0
- Merged pull requests: 1
- 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
- willtownes (5)
- batson (3)
- jlause (2)
- fedeago (1)
- AngCamp (1)
- arutik (1)
- flying-sheep (1)
- hyhuang00 (1)
- les-klimczak (1)
Pull Request Authors
- jlause (1)
Top Labels
Issue Labels
Pull Request Labels
Packages
- Total packages: 1
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Total downloads:
- pypi 160 last-month
- Total dependent packages: 0
- Total dependent repositories: 5
- Total versions: 1
- Total maintainers: 1
pypi.org: glmpca
Generalized PCA for dimension reduction of non-normally distributed data
- Homepage: https://github.com/willtownes/glmpca-py
- Documentation: https://glmpca.readthedocs.io/
- License: GNU Lesser General Public License v3 or later (LGPLv3+)
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Latest release: 0.1.0
published almost 7 years ago
Rankings
Maintainers (1)
Dependencies
- scipy *
- statsmodels *