遇见数据集

All code, data subsets, and environment specifications required to reproduce the ILS-MdPL experiments and figures

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Zenodo2025-06-26 更新2026-05-26 收录
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资源简介:

ILS-MdPL Project: Code, Processed Data, and Environment Specifications Wenpeng Xie (Institute of Industrial Science, The University of Tokyo) Included Files model/ src/ — MdPL source code 000check-results.ipynb — Measurement calculation tools 000gswp2.ipynb — Perturbed GSWP2 parameter generation for ILS 000process_dataset.ipynb — NetCDF → MdPL input data pipeline script_figure/ Figure*.py — Figure generation scripts results/ — Essential statistical data (CSV/NetCDF subsets) for each figure script_ILS/ calibrated_parameter_for_ILS/ — Default & perturbed ILS parameters Figure*_ILS/ — ILS execution scripts per figure script_MdPL/ Figure*_MdPL/ — MdPL training/inference scripts and log files per figure Environment environment.yml — Conda environment (Python, PyTorch, xarray, etc.) ILS_env.txt — ILS runtime environment details (PATH, LD_LIBRARY_PATH)

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2025-06-26
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