
During December 2025, Greg Von Win delivered two new Python packages, PyTUQ and QUiNN, to the spack/spack-packages repository, expanding its support for uncertainty quantification in computational models and neural networks. He focused on Python development and package management, adding packaging entries for both tools and aligning them with PyPI standards by removing deprecated variants. Greg’s work enables explicit uncertainty quantification workflows for scientific computing and machine learning, improving reproducibility and decision support for downstream users. The depth of his contribution lies in integrating advanced data science tools into Spack, facilitating broader adoption of uncertainty estimation in research and production environments.
December 2025 monthly summary: Delivered two new uncertainty quantification packages (PyTUQ and QUiNN) to the spack/spack-packages repository, enabling explicit UQ workflows for computational models and neural-network uncertainty estimation within Spack. Added packaging entries for PyTUQ and QUiNN (uqinn on PyPI) and deprecated/removed the optim variant for py-pytuq to align with PyPI availability. This expansion increases the repository's capability to support scientific computing and ML uncertainty quantification, improving reproducibility and decision-support for downstream users. Key commit: 94f8eb2dcb1ffc989e24dd6f79bab0f193a2e9b0.
December 2025 monthly summary: Delivered two new uncertainty quantification packages (PyTUQ and QUiNN) to the spack/spack-packages repository, enabling explicit UQ workflows for computational models and neural-network uncertainty estimation within Spack. Added packaging entries for PyTUQ and QUiNN (uqinn on PyPI) and deprecated/removed the optim variant for py-pytuq to align with PyPI availability. This expansion increases the repository's capability to support scientific computing and ML uncertainty quantification, improving reproducibility and decision-support for downstream users. Key commit: 94f8eb2dcb1ffc989e24dd6f79bab0f193a2e9b0.

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