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#software testing Open access

PCR-SAITS

Sawet Somnugpong
Sep 2026 · Zenodo (CERN European Organization for Nuclear Research)

Abstract

PCR-SAITS v1.1.0 This release adds CSDI support as the third backbone adapter in PCR-SAITS, alongside SAITS and BRITS. What's new Added CSDIBackbone Added public PCRCSDI adapter Added CSDI checkpoint save/load support Added deterministic imputation from CSDI diffusion samples Preserves observed values during imputation Added end-to-end tests with real PyPOTS CSDI Updated documentation and examples Updated minimum PyPOTS requirement to pypots>=1.5 Public API from pcrsaits import SAITSBackbone, BRITSBackbone, CSDIBackbone, PCRSAITS, PCRBRITS, PCRCSDI Installation pip install pcrsaits==1.1.0 Qualified release artifacts The release artifacts were built and qualified before publication. pcrsaits-1.1.0-py3-none-any.whl SHA256: 45b0454f61c255d458b1d1734d97f176a4fc18e7070036e9e7181da4cf3d9dbb pcrsaits-1.1.0.tar.gz SHA256: e013c276666e9bb1b54cd6e23c60818e4705bad1d7537bd9b4c28d157d0d06cb Notes PCR-CSDI uses the existing PCR residual-correction framework without changing the core correction mechanism. This release targets compatibility with PyPOTS 1.5 or later. Citation If you use PCR-SAITS in research, please cite the associated publication and software record provided in the repository.

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