Create O4 review authored by Colm Talbot's avatar Colm Talbot
The bulk of the review for O4 is focusing on sampler settings that give good performance on the expected CBC population. See [this wiki](https://git.ligo.org/pe/O4/bilby_o4_review/-/wikis/home) for more details.
There are a few significant code changes that need review/review documentation though. This wiki is intended to provide a home for these things.
Many of these features have unit tests verifying their performance, others have dedicated review wikis.
## Significant changes
- Optimized Cython geometric functions: [bilby-cython](https://git.ligo.org/colm.talbot/bilby-cython) is reviewed in [issues](https://git.ligo.org/colm.talbot/bilby-cython/-/issues/?sort=updated_desc&state=closed&first_page_size=20).
- Sampling in aligned and planar spin components (https://git.ligo.org/lscsoft/bilby/-/merge_requests/868)
- Various improvements to ROQ likelihood (https://git.ligo.org/lscsoft/bilby/-/merge_requests/1093, https://git.ligo.org/lscsoft/bilby/-/merge_requests/1216, https://git.ligo.org/lscsoft/bilby/-/merge_requests/1196)
- multibanding likelihood (https://git.ligo.org/lscsoft/bilby/-/merge_requests/972, https://git.ligo.org/lscsoft/bilby/-/merge_requests/1171)
- relative binning (heterodyning) likelihood (https://git.ligo.org/lscsoft/bilby/-/merge_requests/1105, https://git.ligo.org/lscsoft/bilby/-/merge_requests/1186, https://git.ligo.org/lscsoft/bilby/-/merge_requests/1198, https://git.ligo.org/lscsoft/bilby/-/merge_requests/1211)
- Likelihood marginalization
- calibration: (https://git.ligo.org/lscsoft/bilby/-/merge_requests/856, https://git.ligo.org/lscsoft/bilby/-/merge_requests/1201, https://git.ligo.org/lscsoft/bilby/-/merge_requests/1234)
- ROQ time marginalization: (https://git.ligo.org/lscsoft/bilby/-/merge_requests/1040)
- `dynesty` sampling (https://git.ligo.org/lscsoft/bilby/-/merge_requests/1187, https://git.ligo.org/lscsoft/bilby/-/merge_requests/1222, https://git.ligo.org/lscsoft/bilby/-/merge_requests/1225)
- likelihood reweighting
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