https://github.com/ababii/pythia.jl
Machine learning time series regressions
Science Score: 10.0%
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
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○Academic publication links
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✓Committers with academic emails
1 of 4 committers (25.0%) from academic institutions -
○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (2.5%) to scientific vocabulary
Keywords
group-lasso
julia
lasso
machine-learning
sparse-group-lasso
time-series
Last synced: 9 months ago
·
JSON representation
Repository
Machine learning time series regressions
Basic Info
Statistics
- Stars: 13
- Watchers: 2
- Forks: 7
- Open Issues: 4
- Releases: 0
Topics
group-lasso
julia
lasso
machine-learning
sparse-group-lasso
time-series
Created over 5 years ago
· Last pushed 11 months ago
Metadata Files
Readme
License
README.md
Pythia.jl
Machine learning time series regressions in Julia.
Currently the pacakage supports LASSO, group LASSO, and sparse group LASSO solved via proximal gradient descent.
The sparse group LASSO will be used for mixed frequency data regressions after applying suitable transformations with Legendre polynomials.
Owner
- Name: Andrii Babii
- Login: ababii
- Kind: user
- Company: UNC Chapel Hill
- Website: https://ababii.github.io/
- Twitter: babii_andrii
- Repositories: 3
- Profile: https://github.com/ababii
Associate Professor of Economics at UNC-Chapel Hill
GitHub Events
Total
- Issues event: 1
- Issue comment event: 2
- Pull request event: 1
- Fork event: 2
Last Year
- Issues event: 1
- Issue comment event: 2
- Pull request event: 1
- Fork event: 2
Committers
Last synced: about 3 years ago
All Time
- Total Commits: 42
- Total Committers: 4
- Avg Commits per committer: 10.5
- Development Distribution Score (DDS): 0.31
Top Committers
| Name | Commits | |
|---|---|---|
| Andrii Babii | b****i@g****m | 29 |
| Arvind Ganesh | a****h@g****m | 10 |
| ababii | b****w@g****m | 2 |
| vollmersj | s****4@w****k | 1 |
Committer Domains (Top 20 + Academic)
Packages
- Total packages: 1
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Total downloads:
- julia 3 total
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 1
juliahub.com: Pythia
Machine learning time series regressions
- Documentation: https://docs.juliahub.com/General/Pythia/stable/
- License: MIT
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Latest release: 0.1.0
published over 5 years ago
Rankings
Dependent repos count: 9.9%
Forks count: 19.4%
Average: 24.9%
Stargazers count: 31.2%
Dependent packages count: 38.9%
Last synced:
10 months ago