demo(examples): multi-timescale polarization analysis + visualization with inferred AP node selection#947

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khan-u wants to merge 21 commits into

neuroinformatics-unit:mainfrom

khan-u:compute-polarization-viz-demo

Commits on Mar 31, 2026

feat: Add compute_polarization for collective behavior analysis
khan-u
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test(kinematics): add polarization edge cases and clarify first-frame behavior
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[pre-commit.ci] auto fixes from pre-commit.com hooks

pre-commit-ci[bot]
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khan-u
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linting fix
khan-u
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test(collective): consolidate related polarization tests to reduce redundancy
khan-u
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feat(kinematics): add displacement_frames and return_angle params to compute_polarization
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refactor(collective): Rewrite compute_polarization with robust validation, edge case handling, and simplified tests
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test(collective): add .sel() keypoint selection test, clarify docs
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refactor(polarization): rename heading_keypoints to body_axis_keypoints, clarify orientation vs heading terminology
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linting fix
khan-u
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docs(polarization) use neutral u_hat notation for unit direction vector
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test(collective): add mathematical invariance, edge case, & validation for polarization
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feat(polarization): add in_degrees parameter + unit test
khan-u
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SonarCloud warning fixes
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Commits on Apr 3, 2026

demo(examples): multi-timescale polarization analysis + visualization with AP-inferred node selection
khan-u
committed

Commits on Apr 4, 2026