Merge branch 'main' into docs/results-glance-corrections

Author: yakew7

README.md

@@ -367,7 +367,7 @@ X = pd.get_dummies(df[[
 
 | Group | High-Risk Flag Rate |
 |-------|:-------------------:|
-| Black Defendants | 84.71% |
+| Black Defendants | 84.82% |
 | White Defendants | 69.02% |
 | **New Fairness Gap** | **15.69%** |
 
@@ -550,8 +550,8 @@ Trained with sex, race, age, and national origin directly, plus five proxy varia
 
 | Group | Ineligibility Flag Rate |
 |-------|:-----------------------:|
-| Male applicants | 25.71% |
-| Female applicants | 7.71% |
+| Male applicants | 25.82% |
+| Female applicants | 7.82% |
 | **Fairness Gap (Sex)** | **18.00%** |
 
 | Group | Ineligibility Flag Rate |

ROADMAP.md

@@ -27,7 +27,7 @@ Fair Code is an open-source responsible AI platform explaining algorithmic bias,
 
 | Stars | Contributors | Forks | Watching | Social Reach | Countries | Audits | Explainers | CI |
 |:-:|:-:|:-:|:-:|:-:|:-:|:-:|:-:|:-:|
-| 46 | 28 | 32 | 8 | 30K+ | 20 | 7 | 53 | ✅ every push/PR |
+| 46 | 29 | 33 | 8 | 30K+ | 20 | 7 | 60 | ✅ every push/PR |
 
 > The earlier paper freeze has lifted - the real paper, with fresh results, is now planned for next
 > year. `paper/results-frozen/` (tag `v1.0-paper`, commit `bbef2ba`) is kept as a reference snapshot.