NVIDIA / earth2mip

Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI models for weather and climate.

https://nvidia.github.io/earth2mip/

NVIDIA/earth2mip Issues

🐛[BUG]: Using output_grid different than model grid results in an error
Updated 2 months ago1
upgrade to pydantic 2.0
Updated 2 months ago
🐛[BUG]: occasional error downloading pangu
Updated 2 months ago2
🐛[BUG]: Chunking feature of open_forecasts is not available
Updated 2 months ago2
🐛[BUG][Feature Request]: Perturbing channels that are not included in `earth2mip/_channel_stds.py`
Updated 2 months ago1
🐛[BUG]: Download API issues
Updated 3 months ago1
🐛[BUG]: Not able to load models on CPU
Updated 3 months ago1
🐛[BUG]: time averaging loses the time coordinate informations
Updated 4 months ago
🐛[BUG]: e2mip://fcn broken
Closed 4 months ago1
🐛[BUG]: ensemble perturbation_strategy: "spherical_grf"
Closed 4 months ago
🚀[FEA]: Make CDS testable in CI pipeline
Closed 4 months ago1
🚀[FEA]: Improve deterministic inference UX
Updated 5 months ago1
Cleanup earth2mip/lagged_ensembles/__main__.py
Closed 5 months ago1
Utilities for distributed management of ensembles
Closed 5 months ago1
Need to clarify provenance of e2mip models
Updated 5 months ago
📚[DOC]: Hurricane Tracking Example
Closed 5 months ago1
rollback some of the API and implementation modifications in earth2mip/data
Closed 5 months ago1
🐛[BUG]: Running inference_ensemble with multiple ensemble members per rank causes perturbations to be applied multiple times
Closed 5 months ago1
🚀[FEA]: make pure python function for earth2mip.time_collection
Closed 5 months ago
🐛[BUG]: Inconsistency in Model Inferences with Modified Initial Conditions and Execution Date in 04_diagnostic_models Example
Closed 5 months ago3
🚀[FEA]: Add Statistics
Closed 5 months ago1
🚀[FEA]: Add better IO support
Closed 5 months ago1
🐛[BUG]: Graphcast Operational Input/Output Channel Mismatch
Closed 5 months ago5
Earth-2 MIP Data flow
Closed 5 months ago2
🚀[FEA]: Improving Diagnostic Implementations
Closed 5 months ago
🚀[FEA]: add torchfix linting
Updated 6 months ago
🐛[BUG]: e2mip://graphcast potentially broken
Closed 6 months ago
🐛[BUG]: graphcast race condition when caching graph data structure
Updated 6 months ago
📚[DOC]: Update contribution guide for users
Updated 6 months ago
🚀[FEA]: Refactor Perturbation Methods
Closed 6 months ago1
🐛[BUG]: unrecognized input to lagged ensembles
Closed 6 months ago2
📚[DOC]: Add example with diagnostic model
Closed 6 months ago1
🐛[BUG]: Scoring notebook does not produce correct results with the DLWP model
Closed 6 months ago
🐛[BUG]: Fix Graphcast implementation
Closed 6 months ago1
🐛[BUG]: Outputting sub-domains of globe to NetCDF breaks
Updated 7 months ago
🚀[FEA]: Allow diagnostics to work with different grids
Updated 7 months ago1
🚀[FEA]: Enhance Initial Condition APIs
Closed 7 months ago
📚[DOC]: Add liscense warning of checkpoints in readme.
Closed 7 months ago
📚[DOC]: Add why Earth-2 MIP section in Docs
Updated 7 months ago
📚[DOC]: Fix Example 3 docs to reference DLWP
Closed 7 months ago
📚[DOC]: Update readme to point to examples docs page
Closed 7 months ago1
🚀[FEA]: Making scoring resumable
Updated 7 months ago
📚[DOC]: Update examples to use RST comments
Closed 7 months ago
📚[DOC]: Make examples all use .env file
Closed 7 months ago
📚[DOC]: Get docs set up with notebooks
Closed 7 months ago
🚀[FEA]: Improve optional deps selection for different models
Closed 7 months ago
🚀[FEA]: Update package config
Closed 7 months ago
🐛[BUG]: Update version of pacakge to 0.1.0 and metadata
Closed 7 months ago
🚀[FEA]: Make sure examples run and move to Jupytext
Closed 7 months ago
📚[DOC]: Add simple example to demo how to score models with H5 files
Closed 8 months ago