008 release (#56)

* Bump version

* Update .bumpversion.cfg

* Update CHANGELOG.md

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

Author: adamgayoso

.bumpversion.cfg

@@ -1,5 +1,5 @@
 [bumpversion]
-current_version = 0.0.7
+current_version = 0.0.8
 tag = True
 commit = True
 

CHANGELOG.md

@@ -8,6 +8,14 @@ and this project adheres to [Semantic Versioning][].
 [keep a changelog]: https://keepachangelog.com/en/1.0.0/
 [semantic versioning]: https://semver.org/spec/v2.0.0.html
 
+## 0.0.8 (2022-11-18)
+
+-   Switch to random kmeans initialization due to kmeans++ complexity issues ([#54][])
+-   Begin fixes to make kmeans++ initialization faster ([#49][])
+
+[#54]: https://github.com/YosefLab/scib-metrics/pull/54
+[#49]: https://github.com/YosefLab/scib-metrics/pull/49
+
 ## 0.0.7 (2022-10-31)
 
 -   Fix memory issue in `KMeansJax` by using `_kmeans_full_run` with `map` instead of `vmap` ([#45][])

pyproject.toml

@@ -5,7 +5,7 @@ requires = ["hatchling"]
 
 [project]
 name = "scib-metrics"
-version = "0.0.7"
+version = "0.0.8"
 description = "Accelerated and Python-only scIB metrics"
 readme = "README.md"
 requires-python = ">=3.8"