Gwpopulation

The first major release of `GWPopulation`. The most important change is support for the `jax` backend in addition to `numpy` and `cupy`.

There is also experimental support for `numpyro` sampling.

What's Changed
* Add JAX backend by ColmTalbot in https://github.com/ColmTalbot/gwpopulation/pull/45
* Plugin backend usage by ColmTalbot in https://github.com/ColmTalbot/gwpopulation/pull/76
* Interpolated mass distribtuion by ColmTalbot in https://github.com/ColmTalbot/gwpopulation/pull/77
* fix cupy.where error for mass model by HuiTong5 in https://github.com/ColmTalbot/gwpopulation/pull/80
* BUGFIX: remove float casts for jax jit by ColmTalbot in https://github.com/ColmTalbot/gwpopulation/pull/83
* DOC: add some more documentation on backends by ColmTalbot in https://github.com/ColmTalbot/gwpopulation/pull/82
* Add experimental subpackage by ColmTalbot in https://github.com/ColmTalbot/gwpopulation/pull/81
* update GWTC1 example for v1 by ColmTalbot in https://github.com/ColmTalbot/gwpopulation/pull/86
* DEV: add regularization option for spline interpolated models by ColmTalbot in https://github.com/ColmTalbot/gwpopulation/pull/79
* DOC: update docs to use github pages by ColmTalbot in https://github.com/ColmTalbot/gwpopulation/pull/87

New Contributors
* HuiTong5 made their first contribution in https://github.com/ColmTalbot/gwpopulation/pull/80

**Full Changelog**: https://github.com/ColmTalbot/gwpopulation/compare/v0.10.0...v1.0.0

This is a second release candidate for a v1 release of GWPopulation.

At v1 there will be:

- support for numpy, cupy, and jax backends
- a system to use plugins to automatically keep up with the backend in external packages
- a range of standard population models
- an experimental subpackage including a suggested method to perform numpyro analyses using the JAX backend

What's Changed
* Add JAX backend by ColmTalbot in https://github.com/ColmTalbot/gwpopulation/pull/45
* Plugin backend usage by ColmTalbot in https://github.com/ColmTalbot/gwpopulation/pull/76
* Interpolated mass distribtuion by ColmTalbot in https://github.com/ColmTalbot/gwpopulation/pull/77
* fix cupy.where error for mass model by HuiTong5 in https://github.com/ColmTalbot/gwpopulation/pull/80
* BUGFIX: remove float casts for jax jit by ColmTalbot in https://github.com/ColmTalbot/gwpopulation/pull/83
* DOC: add some more documentation on backends by ColmTalbot in https://github.com/ColmTalbot/gwpopulation/pull/82
* Add experimental subpackage by ColmTalbot in https://github.com/ColmTalbot/gwpopulation/pull/81

New Contributors
* HuiTong5 made their first contribution in https://github.com/ColmTalbot/gwpopulation/pull/80

**Full Changelog**: https://github.com/ColmTalbot/gwpopulation/compare/v0.10.0...v1.0.0.rc1

This is a first release candidate for a v1 release of GWPopulation.

At v1 there will be:
- support for numpy, cupy, and jax backends
- a system to use plugins to automatically keep up with the backend in external packages
- a range of standard population models
- a suggested method to perform numpyro analyses using the JAX backend

What's Changed
* Add JAX backend by ColmTalbot in https://github.com/ColmTalbot/gwpopulation/pull/45
* Plugin backend usage by ColmTalbot in https://github.com/ColmTalbot/gwpopulation/pull/76
* Interpolated mass distribution by ColmTalbot in https://github.com/ColmTalbot/gwpopulation/pull/77


**Full Changelog**: https://github.com/ColmTalbot/gwpopulation/compare/v0.10.0...v1.0.0.rc0

What's Changed
* MAINT: Switch CI to conda python by ColmTalbot in https://github.com/ColmTalbot/gwpopulation/pull/69
* Add convergence check for default __call__ behavior in vt by jacobgolomb in https://github.com/ColmTalbot/gwpopulation/pull/68
* MAINT: update minimum bilby version by ColmTalbot in https://github.com/ColmTalbot/gwpopulation/pull/72
* Fix cupy numpy switching by ColmTalbot in https://github.com/ColmTalbot/gwpopulation/pull/73
* Switch to setup.cfg by ColmTalbot in https://github.com/ColmTalbot/gwpopulation/pull/74


**Full Changelog**: https://github.com/ColmTalbot/gwpopulation/compare/v0.9.0...v0.10.0

The main changes are a fix to how uncertainty in the selection function estimate is calculated and adding the spline spin models from [Golomb & Talbot](https://arxiv.org/abs/2210.12287).

What's Changed
* Fix selection variance post processing by ColmTalbot in https://github.com/ColmTalbot/gwpopulation/pull/64
* Interped Class and Spline Spin Models by jacobgolomb in https://github.com/ColmTalbot/gwpopulation/pull/62
* BUGFIX: fix getting names of class instances by ColmTalbot in https://github.com/ColmTalbot/gwpopulation/pull/66
* added change to vt.py to use mu rather than marginalized pdet by jacobgolomb in https://github.com/ColmTalbot/gwpopulation/pull/63


**Full Changelog**: https://github.com/ColmTalbot/gwpopulation/compare/v0.8.1...v0.9.0

This is a bugfix release to fix an issue in v0.8.0 when using the smoothed mass models.

What's Changed
* BUGFIX: fix smoothed model variable names by ColmTalbot in https://github.com/ColmTalbot/gwpopulation/pull/59
* Typo fix in prior files by ColmTalbot in https://github.com/ColmTalbot/gwpopulation/pull/60


**Full Changelog**: https://github.com/ColmTalbot/gwpopulation/compare/0.8.0...v0.8.1