v0.22.0 Release Preparation (#789)

Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: Frances Hartwell <frances@datacebo.com>

Author: 3 people

HISTORY.md

@@ -1,5 +1,25 @@
 # History
 
+## v0.22.0 - 2025-07-24
+
+### New Features
+
+* Add a fairness metric that computes Equalized Odds - Issue [#772](https://github.com/sdv-dev/SDMetrics/issues/772) by @fealho
+* Add a violin plot visualizations to compare a pair of columns - Issue [#759](https://github.com/sdv-dev/SDMetrics/issues/759) by @R-Palazzo
+
+### Internal
+
+* Fix test failures with pandas 2.3 - Issue [#773](https://github.com/sdv-dev/SDMetrics/issues/773) by @rwedge
+* Check pyproject for release candidate dependencies - Issue [#770](https://github.com/sdv-dev/SDMetrics/issues/770) by @rwedge
+
+### Maintenance
+
+* Update python setup step in workflows to use latest python version - Issue [#653](https://github.com/sdv-dev/SDMetrics/issues/653) by @frances-h
+
+### Miscellaneous
+
+* Add workflow to release SDMetrics on PyPI - Issue [#783](https://github.com/sdv-dev/SDMetrics/issues/783) by @gsheni
+
 ## v0.21.0 - 2025-05-29
 
 ### New Features

static_code_analysis.txt

@@ -1,4 +1,4 @@
-Run started:2025-05-29 18:58:21.274050
+Run started:2025-07-24 19:28:17.001789
 
 Test results:
 >> Issue: [B101:assert_used] Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.
@@ -117,7 +117,7 @@ Test results:
 --------------------------------------------------
 
 Code scanned:
-	Total lines of code: 11374
+	Total lines of code: 11825
 	Total lines skipped (#nosec): 0
 	Total potential issues skipped due to specifically being disabled (e.g., #nosec BXXX): 0