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BarGMM

Dissecting the inner galaxy with Gaussian Mixture Models

MSP (started May 2023)

The main directory has three scripts to run classifications, and one example script:

  • classifyapogee.py: run the classification for APOGEE stars, print the table of the components.
  • classifybarmock.py: run the classification for a mock with a disc + bar, print the table of the components. This is described further in models/barmock.py and data/barmock/README.md.
  • classifybulgemock.py: run the classification for a mock with a disc + bar + bulge, print the table of the components. This is described further in models/bulgemock.py and data/bulgemock/README.md.
  • readclassifications.py: demonstration of how to read the classification files.

Additionally, the diagnostics folder includes

  • plotellipses.py: demonstration of how to display ellipses from the fits.
  • testclassification.py: for the mocks, which have known memberships, validate the classifications to estimate per-star uncertainties.

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