v22.10.01

🚨 Breaking Changes

• Separating mdspan/mdarray infra into host_* and device_* variants (#810) @cjnolet
• Remove type punning from TxN_t (#781) @wphicks
• ivf_flat::index: hide implementation details (#747) @achirkin

🐛 Bug Fixes

• ivf-pq integration: hotfixes (#891) @achirkin
• Removing cub symbol from libraft-distance instantiation. (#887) @cjnolet
• ivf-pq post integration hotfixes (#878) @achirkin
• Fixing a few compile errors in new APIs (#874) @cjnolet
• Include knn.cuh in knn.cu benchmark source for finding brute_force_knn (#855) @teju85
• Do not use strcpy to copy 2 char (#848) @mhoemmen
• rng_state not including necessary cstdint (#839) @MatthiasKohl
• Fix integer overflow in ANN kmeans (#835) @Nyrio
• Add alignment to the TxN_t vectorized type (#792) @achirkin
• Fix adj_to_csr_kernel (#785) @ahendriksen
• Use rapids-cmake 22.10 best practice for RAPIDS.cmake location (#784) @robertmaynard
• Remove type punning from TxN_t (#781) @wphicks
• Various fixes for build.sh (#771) @vyasr

📖 Documentation

• Fix target names in build.sh help text (#879) @Nyrio
• Document that minimum required CMake version is now 3.23.1 (#841) @robertmaynard

🚀 New Features

• mdspanify raft::random functions uniformInt, normalTable, fill, bernoulli, and scaled_bernoulli (#897) @mhoemmen
• mdspan-ify several raft::random rng functions (#857) @mhoemmen
• Develop new mdspan-ified multi_variable_gaussian interface (#845) @mhoemmen
• Mdspanify permute (#834) @mhoemmen
• mdspan-ify rmat_rectangular_gen (#833) @mhoemmen
• mdspanify sampleWithoutReplacement (#830) @mhoemmen
• mdspan-ify make_regression (#811) @mhoemmen
• Updating raft::linalg APIs to use mdspan (#809) @divyegala
• Integrate KNN implementation: ivf-pq (#789) @achirkin

🛠️ Improvements

• Update cuda-python dependency to 11.7.1 (#963) @cjnolet
• Some fixes for build.sh (#901) @cjnolet
• Revert recent fused l2 nn instantiations (#899) @cjnolet
• Update Python build instructions (#898) @betatim
• Adding ninja and cxx compilers to conda dev dependencies (#893) @cjnolet
• Output non-normalized distances in IVF-PQ and brute-force KNN (#892) @Nyrio
• Readme updates for 22.10 (#884) @cjnolet
• Breaking apart benchmarks into individual binaries (#883) @cjnolet
• Pin dask and distributed for release (#858) @galipremsagar
• Mdspanifying (currently tested) raft::matrix (#846) @cjnolet
• Separating _RAFT_HOST and _RAFT_DEVICE macros (#836) @cjnolet
• Updating cpu job in hopes it speeds up python cpu builds (#828) @cjnolet
• Mdspan-ifying raft::spatial (#827) @cjnolet
• Fixing init.py for handle and stream (#826) @cjnolet
• Moving a few more things around (#822) @cjnolet
• Use fusedL2NN in ANN kmeans (#821) @Nyrio
• Separating test executables (#820) @cjnolet
• Separating mdspan/mdarray infra into host_* and device_* variants (#810) @cjnolet
• Fix malloc/delete mismatch (#808) @mhoemmen
• Renaming pyraft -> raft-dask (#801) @cjnolet
• Branch 22.10 merge 22.08 (#800) @cjnolet
• Statically link all CUDA toolkit libraries (#797) @trxcllnt
• Minor follow-up fixes for ivf-flat (#796) @achirkin
• KMeans benchmarks (cuML + ANN implementations) and fix for IndexT=int64_t (#795) @Nyrio
• Optimize fusedL2NN when data is skinny (#794) @ahendriksen
• Complete the deprecation of duplicated hpp headers (#793) @ahendriksen
• Prepare parts of the balanced kmeans for ivf-pq (#788) @achirkin
• Unpin dask and distributed for development (#783) @galipremsagar
• Exposing python wrapper for the RMAT generator logic (#778) @teju85
• Device, Host, Managed Accessor Types for mdspan (#776) @divyegala
• Fix Forward-Merger Conflicts (#768) @ajschmidt8
• Fea 2208 kmeans use specializations (#760) @cjnolet
• ivf_flat::index: hide implementation details (#747) @achirkin