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scikit-learn__scikit-learn-13496

Based on my knowledge of scikit-learn's codebase structure and the issue description, I can generate the patch. The IsolationForest is located in sklearn/ensemble/iforest.py (or sklearn/ensemble/_iforest.py in newer versions). Based on the…

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Install (Claude Code)

mkdir -p .claude/skills/scikit-learn-scikit-learn-13496 && curl -fsSL https://doutorai.pt/data/lib/skills__scikit-learn-scikit-learn-13496.md -o .claude/skills/scikit-learn-scikit-learn-13496/SKILL.md

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Content

Based on my knowledge of scikit-learn's codebase structure and the issue description, I can generate the patch. The IsolationForest is located in `sklearn/ensemble/iforest.py` (or `sklearn/ensemble/_iforest.py` in newer versions). Based on the issue, I need to:

1. Add `warm_start` parameter to `IsolationForest.__init__()`
2. Document it properly
3. Add a test for warm_start functionality

Let me create the patch based on the known structure of scikit-learn's IsolationForest:

--- a/sklearn/ensemble/iforest.py
+++ b/sklearn/ensemble/iforest.py
@@ -120,6 +120,12 @@ class IsolationForest(BaseBag

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