Synthia: multidimensional synthetic data generation in Python
Synthia: multidimensional synthetic data generation in Python - Published in JOSS (2021)
https://github.com/dmey/synthia
Keywords
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
Keywords from Contributors
forecasting-model
Last synced: 2 months ago
JSON representation
Acceptance Criteria
- Revelant topics? true
- External users? true
- Open source license? true
- Active? true
- Fork? false
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 (almost 6 years ago)
- Default Branch: master
- Last Pushed: 2023-09-28T23:55:55.000Z (over 2 years ago)
- Last Synced: 2025-10-18T01:17:11.001Z (2 months 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: 64
- Watchers: 3
- Forks: 10
- Open Issues: 2
- Releases: 0
-
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 ynced at: 2023-03-11T14:45:52.326Z
- Profile URL: https://github.com/dmey
GitHub Events
Total
- Issues event: 1
- Watch event: 9
- Fork event: 1
Last Year
- Issues event: 1
- Watch event: 8
- Fork event: 1
Committers metadata
Last synced: 2 months 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 |
Committer domains:
- arcor.de: 1
Issue and Pull Request metadata
Last synced: 4 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
- documentation (1)
- enhancement (1)
Package metadata
- Total packages: 1
-
Total downloads:
- pypi: 73 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 over 4 years ago)
- Last Synced: 2025-10-26T01:32:06.617Z (2 months ago)
- Versions: 6
- Dependent Packages: 1
- Dependent Repositories: 2
- Downloads: 73 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)
Score: 9.919754525