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at this point i want to be done so no commit quality for you

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This commit is contained in:
ShovinDsouza
2025-11-07 16:08:40 +05:30
parent c239d86bd8
commit 8ab92c2de3
7 changed files with 2020 additions and 120 deletions
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5
ai_governance/__init__.py
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@@ -86,14 +86,15 @@ class AIGovernanceAnalyzer:
self.trainer.train()
self.trainer.evaluate()
# Step 3: Analyze bias
# Step 3: Analyze bias (Presidio disabled by default to avoid initialization issues)
self.bias_analyzer = BiasAnalyzer(
self.processor.X_test,
self.processor.y_test,
self.trainer.y_pred,
self.processor.df,
self.processor.protected_attributes,
self.processor.target_column
self.processor.target_column,
use_presidio=False # Set to True to enable Presidio-enhanced detection
)
bias_results = self.bias_analyzer.analyze()