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EiffL / sfh-inference-hackathon

Repository for SFH inference hackathon at AstroInfo 2021

MIT License

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Paper Roadmap #27

Open EiffL opened 2 years ago

EiffL commented 2 years ago

We will use this issue to keep track of progress and action items for the paper. This todo will change and evolve as we make progress.

Data preparation

People: @mhuertascompany @EiffL

[ ] : Adding Eagles data

Summary Statistics regression section:

People: @aghribi @crosset (@ppfn ?)

[ ] : Setting up notebook to use tng100 dataset and produce first plots of true vs predicted t50/total mass with full SED
[ ] : Implementing variant of above with various inputs (subset of bands in SED), using images
[ ] : Implement an information criterium to compare information content

Full history inference section:

People: @16Aghnar @laurilaatu @yannick1974 @Siouar

[ ] #28
[ ] : Generate plots of true vs predicted sfh for distinct classes of galaxies
[ ] : Conditioning on image+SED
[ ] : Infer t10/t50... from reconstructed history