JOSS: https://github.com/dmey/synthia
augmentation climate copula data-augmentation data-generation data-generator data-modelling data-science dependency-analysis dependency-modeling finance fpca functional-data machine-learning oversampling principal-component-analysis statistics synthetic-data weather xarray
Score: 10.22990945330384
Last synced: about 4 hours ago
JSON representation
Repository metadata:
📈 🐍 Multidimensional synthetic data generation with Copula and fPCA models in Python
- Host: GitHub
- URL: https://github.com/dmey/synthia
- Owner: dmey
- License: mit
- Created: 2020-03-01T18:04:55.000Z (over 6 years ago)
- Default Branch: master
- Last Pushed: 2023-09-28T23:55:55.000Z (over 2 years ago)
- Last Synced: 2026-06-16T20:05:07.385Z (6 days ago)
- Topics: augmentation, climate, copula, data-augmentation, data-generation, data-generator, data-modelling, data-science, dependency-analysis, dependency-modeling, finance, fpca, functional-data, machine-learning, oversampling, principal-component-analysis, statistics, synthetic-data, weather, xarray
- Language: Python
- Homepage: https://dmey.github.io/synthia
- Size: 19.7 MB
- Stars: 68
- Watchers: 3
- Forks: 10
- Open Issues: 2
-
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.txt
- Contributing: CONTRIBUTING.md
- License: LICENSE.txt
- Zenodo: .zenodo.json
Owner metadata:
- Name:
- Login: dmey
- Email:
- Kind: user
- Description:
- Website:
- Location:
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/26348635?u=caf5f7e8f749a0c4c3b1a441f7a8e34a47b81b84&v=4
- Repositories: 2
- Last Synced at: 2023-03-11T14:45:52.326Z
- Profile URL: https://github.com/dmey
GitHub Events
Total
- Fork event: 1
- Issues event: 1
- Watch event: 10
- Total: 12
Last Year
- Watch event: 1
- Total: 1
Committers metadata
Last synced: 2 days ago
Total Commits: 59
Total Committers: 4
Avg Commits per committer: 14.75
Development Distribution Score (DDS): 0.119
Commits in past year: 0
Committers in past year: 0
Avg Commits per committer in past year: 0.0
Development Distribution Score (DDS) in past year: 0.0
| Name | Commits | |
|---|---|---|
| dmey | d****y | 52 |
| Thomas Nagler | t****r | 4 |
| Maik Riechert | m****t@a****e | 2 |
| Konrad Hinsen | k****n | 1 |
Issue and Pull Request metadata
Last synced: 10 months ago
Total issues: 11
Total pull requests: 21
Average time to close issues: about 2 months
Average time to close pull requests: 24 days
Total issue authors: 6
Total pull request authors: 5
Average comments per issue: 1.91
Average comments per pull request: 0.1
Merged pull request: 19
Bot issues: 0
Bot pull requests: 0
Past year issues: 1
Past year pull requests: 0
Past year average time to close issues: N/A
Past year average time to close pull requests: N/A
Past year issue authors: 1
Past year pull request authors: 0
Past year average comments per issue: 0.0
Past year average comments per pull request: 0
Past year merged pull request: 0
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- mnarayan (3)
- dmey (3)
- khinsen (2)
- BigTuna08 (1)
- nathan-greeneltch (1)
- NickBanana7 (1)
Top Pull Request Authors
- dmey (12)
- tnagler (4)
- khinsen (2)
- letmaik (2)
- icarosadero (1)
Top Issue Labels
Top Pull Request Labels
- enhancement (1)
- documentation (1)
Package metadata
- Total packages: 1
-
Total downloads:
- pypi: 95 last-month
- Total dependent packages: 1
- Total dependent repositories: 2
- Total versions: 6
- Total maintainers: 1
pypi.org: synthia
Multidimensional synthetic data generation in Python
- Homepage: https://github.com/dmey/synthia
- Documentation: https://synthia.readthedocs.io/
- Licenses: MIT
- Latest release: 1.1.0 (published almost 5 years ago)
- Last Synced: 2026-06-20T22:01:45.070Z (2 days ago)
- Versions: 6
- Dependent Packages: 1
- Dependent Repositories: 2
- Downloads: 95 Last month
-
Rankings:
- Dependent packages count: 3.271%
- Stargazers count: 10.083%
- Dependent repos count: 11.868%
- Average: 13.334%
- Forks count: 13.359%
- Downloads: 28.086%
- Maintainers (1)
Dependencies
- bottleneck *
- numpy *
- scipy *
- xarray *
- actions/checkout v2 composite
- conda-incubator/setup-miniconda v2 composite
- peaceiris/actions-gh-pages v3 composite
- bottleneck
- jupyter
- matplotlib
- myst-parser
- nbsphinx
- numpy
- pip
- pytest
- python 3.8.*
- scipy
- seaborn
- setuptools
- sphinx
- sphinx-autobuild
- sphinx-copybutton
- sphinx_rtd_theme
- sphinxcontrib-bibtex 1.*
- xarray