Add build_permuted_exploration_dataset for relational candidate selection, preserving intra-group relationships (between children under the same parent). - #139
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…tion, preserving intra-group relationships (between children under the same parent). Implements the multi-slot permuted exploration table transformer used during candidate measurement selection in multi-table relational DP synthesis. - Strategy Support: - Strategy A (empty_token): Extends child attribute domains with an <EMPTY> token and emits all P(o, k) permutations with exact weight w = 1 / P(o, k). - Strategy B (size_sliced): Operates on native domains and clone tiles children for single-child households. - Vectorized relational indexing and 2D NumPy grid permutation broadcasting batched by distinct family size k. - Verification: Comprehensive unit test suite asserting exact marginal symmetry P(S1) == P(S2), total mass conservation (sum(w) == N_parents), and edge cases. PiperOrigin-RevId: 965695887
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Add build_permuted_exploration_dataset for relational candidate selection, preserving intra-group relationships (between children under the same parent).
Implements the multi-slot permuted exploration table transformer used during candidate measurement selection in multi-table relational DP synthesis.