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timothydmorton/VESPA: v0.5: Isochrones 1.0+ compatibility

Authors: Timothy Morton; benbaror; iancrossfield; Dan Foreman-Mackey;

timothydmorton/VESPA: v0.5: Isochrones 1.0+ compatibility

Abstract

This release finally allows vespa to be compatible with the latest versions of isochrones. This required many changes, but most of it is under the hood. There have also been a number of other bug fixes and general tidying up. The most significant usage change is that the calcfpp script now no longer runs the stellar model fits; it is now expected that you first execute starfit --all <candidate_directory> and then calcfpp <candidate_directory>. Changes/improvements/bugfixes: Unit tests are updated and working again. Default stellar models are now MIST. ColormatchMultipleStarPopulation and SpectroscopicStarPopulation are now completely removed; they were outdated and have already been functionally replaced by Observed_BinaryPopulation and Observed_TriplePopulation. The get_ichrone convenience function now allows easier instantiation of the desired set of stellar models by passing a string, which allows for better lazy initialization of many objects, and removes the need to initialize Isochrone objects upon import. HDF file handling is improved, to avoid unintentionally leaving files open after pandas reads. Now uses emee.autocorr rather than acor to test convergence of trapezoidal model fit. Adds TransitSignal.from_ascii function to allow a TransitSignal to be loaded straight from a text file. Reads sample columns from StarModel appropriately for isochrones > 1.0 (e.g., Teff_0_0, etc.) TransitSignal.from_ini is cleaned up and slimmed down. This function no longer executes the stellar model fitting; it just assumes they have been done and reads them in (and complains if they are not). The kepler module is now compatible with the DR25 data release. Included in these updates are corrections to the TTV corrections and stellar parameter provenance when setting the priors for star fits. Known issues Documentation is not yet fully updated. There is still no sanity-checking of isochrones stellar model fits built in; always check the quality of the model fits (e.g., by eyeballing mist_corner_single_observed.png) to avoid being misled by the model fits and ending up with a wrongly validated planet.

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