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add a to-do list.
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bd-j committed Jan 2, 2024
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Expand Up @@ -11,16 +11,37 @@ samples of the spectra (and mfrac) generated during sampling to be saved as well
as as cleaner parameter sample output. It may include emulator models and
gradient based sampling.

Badges
------
Work to do includes:

- [x] Convert to/from old style observation dictionaries
- [x] Put responsibility for Noise Models including outlier modeling in individual Observation instances
- [x] Make predictions even when there is no fittable data (e.g. model spectra when fitting photometry only)
- [x] Store Observation objects in HDF5, FITS, etc as structured arrays with metadata
- [ ] Test multi-spectral calibration
- [ ] Test multi-spectral instrumental & physical smoothing
- [ ] Test smoothing accounting for library resolution
- [ ] Test multi-spectra noise modeling
- [ ] Catch (and handle?) emission line marginalization if spectra overlap.
- [x] Update demo scripts
- [x] Update docs
- [ ] Update notebooks
- [x] Structured ndarray for output chains and lnlikehoods
- [ ] Test i/o with structured arrays
- [ ] Structured ndarray for derived parameters
- [ ] Store samples of spectra, photometry, and mfrac
- [ ] Update plotting module
- [ ] Implement an emulator-based SpecModel class


Purpose
-------

[![Docs](https://readthedocs.org/projects/prospect/badge/?version=latest)](https://readthedocs.org/projects/prospect/badge/?version=latest)
[![Tests](https://github.com/bd-j/prospector/workflows/Tests/badge.svg)](https://github.com/bd-j/prospector/actions?query=workflow%3ATests)
[![arXiv](https://img.shields.io/badge/arXiv-2012.01426-b31b1b.svg)](https://arxiv.org/abs/2012.01426)
[![LICENSE](https://img.shields.io/badge/license-MIT-blue.svg?style=flat)](https://github.com/bd-j/prospector/blob/main/LICENSE)

Purpose
-------

Conduct principled inference of stellar population properties from photometric
and/or spectroscopic data. Prospector allows you to:

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