Published June 27, 2025
| Version v1
Dataset
Open
Dataset and results for dPL and MdPL Experiments
Description
This deposition contains compressed archives of all major model outputs and training artifacts for differentiable Parameter Learning (dPL) and Multi-task dPL (MdPL) experiments. Included are:
- dPL_Gz: dPL Gaussian-zipped models and logs
- dPL_Surrogate: dPL surrogate model weights and logs
- ILS_dPL: ILS simulation outputs calibrated with dPL
- ILS_LOOCV: Leave-one-out CV results for ILS
- ILS_MdPL: ILS outputs using Multi-task dPL calibration
- ILS_ORI: Original uncalibrated ILS outputs
- MdPL_Gz: MdPL Gaussian-zipped artifacts
- MdPL_Surrogate: MdPL surrogate models and logs
- Sensitivity_Analysis: Parameter sensitivity results
- Trainset: Training datasets for reproducibility
Each archive is a tar.gz file. See README.md for details on unpacking and usage.
Files
README.md
Files
(6.3 GB)
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md5:66989adb33aa279e593e2f8b533c7054
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276.7 MB | Download |
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md5:92cf531e54a487c045f37660502cfe53
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4.4 GB | Download |
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md5:8e7eb3445ab673646c3a328e630bb3eb
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533.3 MB | Download |
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1.4 kB | Preview Download |
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93.4 MB | Download |
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md5:e74f45d1cca1ad016881b6f6a0a462a1
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720.3 MB | Download |