https://github.com/google-research/weatherbenchx
A modular framework for evaluating weather forecasts
Science Score: 26.0%
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○Scientific vocabulary similarity
Low similarity (6.9%) to scientific vocabulary
Repository
A modular framework for evaluating weather forecasts
Basic Info
- Host: GitHub
- Owner: google-research
- License: apache-2.0
- Language: Python
- Default Branch: main
- Homepage: https://weatherbench-x.readthedocs.io/
- Size: 867 KB
Statistics
- Stars: 131
- Watchers: 4
- Forks: 16
- Open Issues: 25
- Releases: 0
Metadata Files
README.md
WeatherBench-X: A modular framework for evaluating weather forecasts
Why WeatherBench-X?
WeatherBench-X is an evaluation framework that enables flexible evaluation of various kinds of forecast and ground truth data, including sparse datasets like those coming from weather stations or satellites. It is the successor to the WeatherBench 2 evaluation code. However, the WeatherBench 2 benchmark remains active (and is now also powered by the WeatherBench-X evaluation framework).
WeatherBench related datasets can be found here.
The core design principles behind WeatherBench-X are: - Modularity: Data loaders, Interpolations, Metrics and the Aggregation can be defined through interoperable classes. - Xarray: All internal logic is based on xarray DataArrays. - Scalability: Each operation can be split into small chunks allowing scalable evaluation of very large datasets through Apache Beam.
To get started using WeatherBench-X, check out the quickstart notebook.
License
This is not an officially supported Google product.
Owner
- Name: Google Research
- Login: google-research
- Kind: organization
- Location: Earth
- Website: https://research.google
- Repositories: 226
- Profile: https://github.com/google-research
GitHub Events
Total
- Create event: 76
- Issues event: 9
- Release event: 1
- Watch event: 105
- Delete event: 64
- Member event: 1
- Issue comment event: 52
- Push event: 268
- Pull request review event: 24
- Pull request review comment event: 33
- Pull request event: 163
- Fork event: 12
Last Year
- Create event: 76
- Issues event: 9
- Release event: 1
- Watch event: 105
- Delete event: 64
- Member event: 1
- Issue comment event: 52
- Push event: 268
- Pull request review event: 24
- Pull request review comment event: 33
- Pull request event: 163
- Fork event: 12
Issues and Pull Requests
Last synced: 5 months ago
All Time
- Total issues: 9
- Total pull requests: 97
- Average time to close issues: 7 days
- Average time to close pull requests: 5 days
- Total issue authors: 7
- Total pull request authors: 7
- Average comments per issue: 0.44
- Average comments per pull request: 0.35
- Merged pull requests: 37
- Bot issues: 1
- Bot pull requests: 83
Past Year
- Issues: 9
- Pull requests: 97
- Average time to close issues: 7 days
- Average time to close pull requests: 5 days
- Issue authors: 7
- Pull request authors: 7
- Average comments per issue: 0.44
- Average comments per pull request: 0.35
- Merged pull requests: 37
- Bot issues: 1
- Bot pull requests: 83
Top Authors
Issue Authors
- langmore (3)
- raspstephan (1)
- forcadellvincent (1)
- frazane (1)
- shoyer (1)
- copybara-service[bot] (1)
- blutjens (1)
Pull Request Authors
- copybara-service[bot] (81)
- raspstephan (7)
- LQscience (2)
- dependabot[bot] (2)
- blutjens (2)
- langmore (2)
- greysab (1)
Top Labels
Issue Labels
Pull Request Labels
Dependencies
- Jinja2 ==3.1.4
- furo ==2024.4.27
- myst-nb ==1.1.0
- myst-parser ==3.0.1
- sphinx ==7.3.7