feat: implement CIAO explainer pipeline and strategy pattern for configurations#10

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dhalmazna merged 18 commits intomasterfrom

Apr 15, 2026

Commits on Apr 13, 2026

feat: add the get_predicted_class method
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feat: implement the build_all_hyperpixels function
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feat: implement the CIAOExplainer class
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feat: update build_all_hyperpixels to return HyperpixelResult and enhance CIAOExplainer with new ExplanationResult structure
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feat: change bitsets to frozensets
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feat: remove segments parameter from build_all_hyperpixels function calls
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feat: refactor explainer to use strategy classes for hyperpixel building and image replacement
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feat: implement builder registry for dynamic hyperpixel algorithm selection
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refactor: remove unimplemented visualize method from CIAOExplainer
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feat: refactor data structures to use dataclasses for hyperpixel results and explanations
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fix: apply agents' suggestions concerning the docstrings
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refactor: enhance docstrings for clarity and add validation in dataclasses
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refactor: streamline code by removing unused logging and enhancing docstrings for clarity
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fix: replace processed_segments with used_segments for better clarity in hyperpixel construction
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refactor: change frozensets to sets

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docs: enhance docstring for replacement parameter to include all the possible methods
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docs: enhance docstring for segmentation and method parameters to include possible methods
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refactor: replace frozensets with sets for consistency
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