Angular-aware phi reparameterization for improved Rips geometry#11
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Apprentice2907 wants to merge 1 commit intoML4SCI:mainfrom
Open
Angular-aware phi reparameterization for improved Rips geometry#11Apprentice2907 wants to merge 1 commit intoML4SCI:mainfrom
Apprentice2907 wants to merge 1 commit intoML4SCI:mainfrom
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… Rips construction
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Motivation
Angular coordinates (φ) are periodic, but were previously treated as linear features during simplicial complex construction. This introduces artificial discontinuities and degrades angular distribution fidelity.
Changes
Results
This preserves circular topology in the input geometry and improves downstream angular distribution consistency (lower Wasserstein / KL divergence for φ).
Notes
The change is minimal, backward-compatible, and targets the geometric source of the angular bottleneck described in Issue #10.
Closes #10