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Elena Romashkova - Climate Model Evaluation Workflow Built on Jupyter Notebooks | SciPy 2023
Elena Romashkova presents a Jupyter Notebook-based workflow for climate model evaluation and diagnosis using NBSquid infrastructure for management, caching, and orchestration.
- Jupyter Notebook-based workflow for climate model evaluation and diagnosis
- NBSquid infrastructure for notebooks, caching, and orchestration
- Supports standard and curiosity-driven workflows
- Automated execution of notebooks and building of Jupyter books
- Parameters can be set at runtime via YAML files
- Diagnostics include plots and analysis of climate models
- Supports large-scale data analysis and visualization
- Collaboration and sharing of results via Jupyter books
- Open-source infrastructure for community use