Published August 21, 2025 | Version v0.1
Software Open

CarolaZano/MG-PCA-DataReduction: MG-PCA Data Reduction: Initial Release

Authors/Creators

  • 1. Newcastle University

Description

First public release of the MG-PCA-DataReduction dataset and code. Includes:

  • Code to run a simplified 3×2pt LSST Y1-like simulated analysis
  • Support for two data reduction approaches (Standard linear scale cuts and a Novel PCA-based data reduction method)
  • Scripts to compute posterior chains for simulated datavectors (implemented for multiple theories: GR, f(R), nDGP, and ESS)
  • Example configurations for running likelihood inference with different data reduction methods

Known limitations:

  • Survey specifications and covariance are hard-coded
  • Pipeline is intended as a simplified demonstration, not a full LSST-ready implementation (limited nuisance parameter set)
  • Further validation required for production-level use

Files

CarolaZano/MG-PCA-DataReduction-v0.1.zip

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