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Visual-Computing
DynamicExplorationGraph
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Commits on Oct 4, 2026
feat(example): 3D visualization of the lifted dimension
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Commits on Oct 2, 2026
feat(example): more 2d distributions and better graph comparision
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rename RNG methods to MRNG
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Commits on Sep 29, 2026
feat(example): 2d graph example
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Commits on Sep 27, 2026
feat(python): the graph supports eps or ef based searches
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feat(log): log console output of the dynamic_data example also into a log file
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Commits on Sep 13, 2026
docs: fix outdated API signatures, phantom CLI flags, and broken build commands
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refactor(python): wrap BuilderStatus in a facade and replace "progress" callback string with show_progress
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Commits on Sep 12, 2026
feat(searcher): unify exploration control into single eps_or_ef parameter
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refactor(search): rewrite searchImpl with po/pl/nl prefetch and unify neighbor naming
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Commits on Sep 10, 2026
feat(vibe): prepare vibe for ef and eps parameter input
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Commits on Sep 9, 2026
refactor(search): rename LinearPool to ResultList and replace Neighbor with ObjectDistanc
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perf(search): use VisitedListPool in searchEfImpl and remove Bitset from LinearPool
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build(python): simplify CMake/setup.py source resolution and track ef in vibe benchmarks
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Commits on Sep 8, 2026
perf(simd): vectorize unaligned tails across all distance headers and verify with C++ tests
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perf(simd): add generic 8-element and 4-element SIMD tail to InnerProductFP16_AVX512
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perf(search): integrate C++ prefetch auto-tuning into Searcher::optimize with po, pl, nl using memory.h
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perf(search): generic feature and neighbor prefetching derived from feature_size
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perf(graph): convert ReadOnlyGraph to clean SoA layout with contiguous aligned features
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perf(simd): add generic 32B/16B/8B SIMD tail handling to InnerProductInt8_AVX512_VNNI
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feat(search): add generic LinearPool ef search pipeline and benchmark results
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docs(bench): add baseline benchmark results and optimization plan for vibe
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refactor(quantizers): stateful EvpQuantizer, Quantizer concept and span overloads
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feat(kmeans): add kmeans clustering to find good entry point in the graph for the searcher
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Commits on Sep 7, 2026
refactor(vibe): set entries vertices via optimize()
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refactor(sliding_window): streamline benchmark metrics and dataset handling
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Commits on Aug 30, 2026
Release v0.2.4: Stateless Searcher pipeline, contiguous batch search, and unified Python search API
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Commits on Aug 29, 2026
fix(python): resolve Clang narrowing error for 1D py::array_t initialization on macOS
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Release v0.2.3: Zero-overhead C++20 templated Searcher pipeline, VIBE distance-tolerance recall and benchmark improvements
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refactor(vibe): integrate OOP scalar quantizer and streamline preset grid
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Commits on Aug 28, 2026
feat(vibe): add interactive Plotly plots and log explorer for benchmarks
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Commits on Aug 26, 2026
feat(quantization): add scalar quantization (int8/uint8) and VIBE search optimization
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Commits on Aug 24, 2026
enable flas for vibe per default
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example(vibe): log data and final plot
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Commits on Aug 23, 2026
example(benchmark): add VIBE integration and performance evaluation suite
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