Furax v0.11.0

What's Changed

This release drops support for Python 3.10 as we now require JAX 0.10+ and includes some breaking changes to the mapmaking configuration (see details below).

Mapmaking & Observations

• Hotfixes and quality-of-life improvements for mapmaking and ATOP/MLMapMaker (#108, #109, #111)
• Distributed multi-observation mapmaking (#117, #132)
• Add identity noise option to disable noise weighting (#120)
• Refactor noise weighting configuration (#126)
• Improve observation handling by returning host (NumPy) arrays and moving padding host-side (#128, #130)
• Move SO multi-observation CLI to the standalone so_mapmaking package (#133)

Linear Algebra & Operators

• Low-rank approximation using the Lanczos algorithm (#80, #122, #123)
• Add atomic flag to QURotationOperator to prevent reduction (#119)
• Improve error messages for incompatible operator composition and linear operator comparison (#113, #116)

Spherical Harmonics & Beam Operations

• Add SHT beam convolution support (#114)

Dependencies, CI & Maintenance

• Update Python, JAX, dependency, and requirement versions (#104, #112, #115)
• Renovate CI and pre-commit maintenance (#121)
• Reduce parametrization explosion in mapmaking tests (#124)
• Install s2fft from the main repository (#129)
• General package maintenance (#134)

Bug Fixes

• Fix metadata hashing in gap-filling noise realizations (#131)

Contributors

Thanks to everyone who contributed to this release:

• @sbiquard
• @Wuhyun
• @ArtemBasyrov (first contribution — #114)

Full Changelog: v0.10.4...v0.11.0