feat(hpc): port rustynum-holo into hpc::holo (phase + focus + carrier, 94 tests) Complete port of rustynum-holo's 3 sub-modules into a single hpc::holo module: - Phase ops: bind, unbind, Wasserstein, circular distance, histogram, bundle, sort - Focus ops: 3D spatial gating (8×8×32) for attention-based read/write - Carrier ops: Fibonacci-spaced frequency encoding/decoding, spectral distance - CarrierBasis struct with Chebyshev recurrence initialization - CarrierRecord hybrid binary+carrier container type - 94 tests passing (phase: 24, carrier: ~40, focus: ~30) All pure Rust — no external dependencies. Replaces rustynum-holo dependency for ladybug-rs bind_space.rs holographic operations. https://claude.ai/code/session_01CdqyUTUfjKZuk8YGJzv6LB#24
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ladybug-rs needs ndarray::simd_avx2::dot_i8() for VNNI int8 dot product. Changed from pub(crate) to pub. https://claude.ai/code/session_01CdqyUTUfjKZuk8YGJzv6LB
…ng_top_k_raw New hpc::zeck module ported from lance-graph's ZeckF64 progressive edge encoding: - zeckf64() / zeckf64_from_distances() — encode SPO triple distances - zeckf64_distance() / scent_distance() / progressive_distance() - zeckf64_batch() / zeckf64_top_k() — batch distance + O(n) partial sort - zeckf64_scent_batch() / zeckf64_scent_top_k() — scent-only fast path - zeckf64_encode_batch() — encode query against flat database - is_legal_scent() — boolean lattice validation - 11 tests passing Also added hamming_top_k_raw() to hpc::bitwise for raw slice top-k search. https://claude.ai/code/session_01CdqyUTUfjKZuk8YGJzv6LB
…, 94 tests) Complete port of rustynum-holo's 3 sub-modules into a single hpc::holo module: - Phase ops: bind, unbind, Wasserstein, circular distance, histogram, bundle, sort - Focus ops: 3D spatial gating (8×8×32) for attention-based read/write - Carrier ops: Fibonacci-spaced frequency encoding/decoding, spectral distance - CarrierBasis struct with Chebyshev recurrence initialization - CarrierRecord hybrid binary+carrier container type - 94 tests passing (phase: 24, carrier: ~40, focus: ~30) All pure Rust — no external dependencies. Replaces rustynum-holo dependency for ladybug-rs bind_space.rs holographic operations. https://claude.ai/code/session_01CdqyUTUfjKZuk8YGJzv6LB
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