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update changelog
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@raydouglass
raydouglass committed Oct 12, 2022
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# raft 22.10.00 (Date TBD)
# raft 22.10.00 (12 Oct 2022)

Please see https://github.com/rapidsai/raft/releases/tag/v22.10.00a for the latest changes to this development branch.
## 🚨 Breaking Changes

- Separating mdspan/mdarray infra into host_* and device_* variants ([#810](https://github.com/rapidsai/raft/pull/810)) [@cjnolet](https://github.com/cjnolet)
- Remove type punning from TxN_t ([#781](https://github.com/rapidsai/raft/pull/781)) [@wphicks](https://github.com/wphicks)
- ivf_flat::index: hide implementation details ([#747](https://github.com/rapidsai/raft/pull/747)) [@achirkin](https://github.com/achirkin)

## 🐛 Bug Fixes

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

## 📖 Documentation

- Fix target names in build.sh help text ([#879](https://github.com/rapidsai/raft/pull/879)) [@Nyrio](https://github.com/Nyrio)
- Document that minimum required CMake version is now 3.23.1 ([#841](https://github.com/rapidsai/raft/pull/841)) [@robertmaynard](https://github.com/robertmaynard)

## 🚀 New Features

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

## 🛠️ Improvements

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

# raft 22.08.00 (17 Aug 2022)

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