v23.10.00

🚨 Breaking Changes

• Change CAGRA auto mode selection (#1830) @enp1s0
• Update CAGRA serialization (#1755) @benfred
• Improvements to ANN Benchmark Python scripts and docs (#1734) @divyegala
• Update to Cython 3.0.0 (#1688) @vyasr
• ANN-benchmarks: switch to use gbench (#1661) @achirkin

🐛 Bug Fixes

• [BUG] Fix a bug in the filtering operation in CAGRA multi-kernel (#1862) @enp1s0
• Fix conf file for benchmarking glove datasets (#1846) @dantegd
• raft-ann-bench package fixes for plotting and conf files (#1844) @dantegd
• Fix update-version.sh for all pyproject.toml files (#1839) @raydouglass
• Make RMM a run dependency of the raft-ann-bench conda package (#1838) @dantegd
• Printing actual exception in require base set (#1816) @cjnolet
• Adding rmm to raft-ann-bench dependencies (#1815) @cjnolet
• Use conda mambabuild not mamba mambabuild (#1812) @bdice
• Fix raft-dask naming in wheel builds (#1805) @divyegala
• neighbors::refine_host: check the dataset bounds (#1793) @achirkin
• [BUG] Fix search parameter check in CAGRA (#1784) @enp1s0
• IVF-Flat: fix search batching (#1764) @achirkin
• Using expanded distance computations in pylibraft (#1759) @cjnolet
• Fix ann-bench Documentation (#1754) @divyegala
• Make get_cache_idx a weak symbol with dummy template (#1733) @ahendriksen
• Fix IVF-PQ fused kernel performance problems (#1726) @achirkin
• Fix build.sh to enable NEIGHBORS_ANN_CAGRA_TEST (#1724) @enp1s0
• Fix template types for create_descriptor function. (#1680) @csadorf

📖 Documentation

• Fix the CAGRA paper citation (#1788) @enp1s0
• Add citation info for the CAGRA paper preprint (#1787) @enp1s0
• [DOC] Fix grouping for ANN in C++ doxygen (#1782) @lowener
• Update RAFT documentation (#1717) @lowener
• Additional polishing of README and docs (#1713) @cjnolet

🚀 New Features

• [FEA] Add bitset_filter for CAGRA indices removal (#1837) @lowener
• ann-bench: miscellaneous improvements (#1808) @achirkin
• [FEA] Add bitset for ANN pre-filtering and deletion (#1803) @lowener
• Adding config files for remaining (relevant) ann-benchmarks million-scale datasets (#1761) @cjnolet
• Port NN-descent algorithm to use in cagra::build() (#1748) @divyegala
• Adding conda build for libraft static (#1746) @cjnolet
• [FEA] Provide device_resources_manager for easy generation of device_resources (#1716) @wphicks

🛠️ Improvements

• Add option to brute_force index to store non-owning reference to norms (#1865) @benfred
• Pin dask and distributed for 23.10 release (#1864) @galipremsagar
• Update image names (#1835) @AyodeAwe
• Fixes for OOM during CAGRA benchmarks (#1832) @benfred
• Change CAGRA auto mode selection (#1830) @enp1s0
• Update to clang 16.0.6. (#1829) @bdice
• Add IVF-Flat C++ example (#1828) @tfeher
• matrix::select_k: extra tests and benchmarks (#1821) @achirkin
• Add index class for brute_force knn (#1817) @benfred
• [FEA] Add pre-filtering to CAGRA (#1811) @enp1s0
• More updates to ann-bench docs (#1810) @cjnolet
• Add best deep-100M configs for IVF-PQ to ANN benchmarks (#1807) @tfeher
• A few fixes to raft-ann-bench recipe and docs (#1806) @cjnolet
• Simplify wheel build scripts and allow alphas of RAPIDS dependencies (#1804) @divyegala
• Various fixes to reproducible benchmarks (#1800) @cjnolet
• ANN-bench: more flexible cuda_stub.hpp (#1792) @achirkin
• Add RAFT devcontainers (#1791) @trxcllnt
• Cagra memory optimizations (#1790) @benfred
• Fixing a couple security concerns in raft-dask nccl unique id generation (#1785) @cjnolet
• Don't serialize dataset with CAGRA bench (#1781) @benfred
• Use copy-pr-bot (#1774) @ajschmidt8
• Add GPU and CPU packages for ANN benchmarks (#1773) @dantegd
• Improvements to raft-ann-bench scripts, docs, and benchmarking implementations. (#1769) @cjnolet
• [REVIEW] Introducing host API for PCG (#1767) @vinaydes
• Unpin dask and distributed for 23.10 development (#1760) @galipremsagar
• Add ivf-flat notebook (#1758) @tfeher
• Update CAGRA serialization (#1755) @benfred
• Remove block size template parameter from CAGRA search (#1740) @enp1s0
• Add NVTX ranges for cagra search/serialize functions (#1737) @benfred
• Improvements to ANN Benchmark Python scripts and docs (#1734) @divyegala
• Fixing forward merger for 23.08 -> 23.10 (#1731) @cjnolet
• [FEA] Use CAGRA in C++ template (#1730) @lowener
• fixed box around raft image (#1710) @nwstephens
• Enable CUTLASS-based distance kernels on CTK 12 (#1702) @ahendriksen
• Update bench-ann configuration (#1696) @lowener
• Update to Cython 3.0.0 (#1688) @vyasr
• Update CMake version (#1677) @vyasr
• Branch 23.10 merge 23.08 (#1672) @vyasr
• ANN-benchmarks: switch to use gbench (#1661) @achirkin