v25.06.00

🚨 Breaking Changes

• Convert non-type template parameter store_transposed in edge_src|dst_property_t to a runtime parameter (#5074) @seunghwak
• Remove Remaining cuGraph-DGL Code (#5061) @alexbarghi-nv
• Simplify edge_property_t (#5053) @ChuckHastings
• Add support for random state to FA2 (#5052) @jnke2016

🐛 Bug Fixes

• Adds test_node2vec to temporary non-xdist test list (#5084) @rlratzel
• Update method retrieving the edgelist (#5082) @jnke2016
• Pin cython to avoid version 3.1.0 because of bug (cython issue 6841) (#5068) @rlratzel
• Fix MSBFS Test Failure (#5051) @jnke2016
• Temporarily disable test so we can upgrade to CCCL 2.8.x (#5047) @ChuckHastings
• Added #include <cuda/std/cmath> for correct cuda::std::log reference (#5039) @SagaciousFish
• Fix ForceAtlas2 incorrect loop conditions (#5030) @MathisHammel
• Fix sampling primitive build error. (#5004) @seunghwak

🛠️ Improvements

• Test WCC with edge masking (#5093) @seunghwak
• use 'rapids-init-pip' in wheel CI, other CI changes (#5089) @jameslamb
• Removes unnecessary dependencies from cugraph-service (#5087) @rlratzel
• Utility functions to create an edge_src|dst_property view objects. (#5078) @seunghwak
• Test code for Graph 500 BFS (#5077) @seunghwak
• Remove pure=False from client.compute calls (#5076) @TomAugspurger
• Finish CUDA 12.9 migration and use branch-25.06 workflows (#5075) @bdice
• Convert non-type template parameter store_transposed in edge_src|dst_property_t to a runtime parameter (#5074) @seunghwak
• Update to clang 20 (#5073) @bdice
• Remove get_test_data before tests run. (#5072) @bdice
• Make thrust_tuple_cat device callable. (#5070) @seunghwak
• Quote head_rev in conda recipes (#5069) @bdice
• fix(rattler): add librmm to host to fix overlinking errors (#5065) @gforsyth
• CUDA 12.9 use updated compression flags (#5064) @robertmaynard
• Remove Remaining cuGraph-DGL Code (#5061) @alexbarghi-nv
• Exclude librmm.so from auditwheel (#5058) @bdice
• Add support for Python 3.13 (#5057) @gforsyth
• Simplify edge_property_t (#5053) @ChuckHastings
• Add support for random state to FA2 (#5052) @jnke2016
• [BUGFIX] Fixed quoting in wheel paths in cugraph and pylibcugraph tests (#5049) @VenkateshJaya
• Fix failing test with new cccl (#5046) @ChuckHastings
• add C implementation of MST (#5044) @jnke2016
• Download build artifacts from GitHub for CI (#5043) @VenkateshJaya
• Avoid unnecessary libcugraph wheel builds (#5037) @VenkateshJaya
• Use public pylibcudf APIs in graph_primtypes (#5036) @mroeschke
• refactor(rattler): enable strict channel priority for builds (#5035) @gforsyth
• Reduce peak memory usage (#5031) @seunghwak
• Avoid private cuDF Python APIs (#5028) @mroeschke
• Use pytest-xdist for parallel testing (#5027) @bdice
• Vendor RAPIDS.cmake (#5024) @bdice
• Add missing thrust headers & Pass dtype objects to cuDF as_column (#5023) @alliepiper
• Add ARM conda environments (#5021) @bdice
• Add missing shuffle function declarations in shuffle_funcstions.hpp (#5018) @seunghwak
• Do not pretend to default initialize a device lambda (#5015) @miscco
• Update C++ test binary file output directory from build/tests to build/gtests (#5014) @seunghwak
• Replace Thrust iterator facilities with libcu++ ones (#5013) @miscco
• Branch 25.06 merge 25.04 (#5007) @rlratzel
• Fixes Failing Cugraph Uniform Neighbor Sample Benchmark (#5001) @nv-rliu
• Port all conda recipes to rattler-build (#4999) @gforsyth
• Moving wheel builds to specified location and uploading build artifacts to Github (#4993) @VenkateshJaya
• Refactor Python Neighborhood Sample (#4988) @jnke2016
• Add shellcheck to pre-commit and fix warnings (#4954) @gforsyth

[NIGHTLY] v25.08.00

🔗 Links

• Development Branch
• Compare with main branch

🚨 Breaking Changes

• Resolve inconsistencies in algorithms that do not support self-loops & multi-edges. (#5109) @seunghwak
• Use pytest-xdist on Python Tests (#5102) @nv-rliu
• Remove CUDA 11 from dependencies.yaml (#5101) @KyleFromNVIDIA
• stop uploading packages to downloads.rapids.ai (#5096) @jameslamb

🐛 Bug Fixes

• Fix Resultset Tests for Compat with xdist (#5125) @nv-rliu
• [BUG] Fix Comms Shutdown Function (#5115) @alexbarghi-nv
• Add support for isolated vertices and fix bug in the link prediction algorithms (#5110) @jnke2016
• Update BC computation to address normalization edge conditions (#5105) @ChuckHastings
• Fix pylibcudf dependency (#5085) @vyasr

🚀 New Features

• Add edge_multi_index_property_t (#5104) @seunghwak

🛠️ Improvements

• Remove deprecation warning when symmetrizing the edgelist (#5121) @jnke2016
• Compile optimizations - batch 2 (#5117) @ChuckHastings
• Refactor cugraph.datasets tests to be xdist compatible (#5114) @nv-rliu
• Compilation optimizations - batch 1 (#5112) @ChuckHastings
• Resolve inconsistencies in algorithms that do not support self-loops & multi-edges. (#5109) @seunghwak
• Use pytest-xdist on Python Tests (#5102) @nv-rliu
• Remove CUDA 11 from dependencies.yaml (#5101) @KyleFromNVIDIA
• Remove CUDA 11 devcontainers and update CI scripts (#5100) @bdice
• Require Cython>=3.1.2 (#5097) @vyasr
• stop uploading packages to downloads.rapids.ai (#5096) @jameslamb
• Branch 25.08 merge 25.06 (#5090) @rlratzel
• Forward-merge branch-25.06 into branch-25.08 (#5079) @gforsyth
• Forward-merge branch-25.06 into branch-25.08 (#5062) @gforsyth

v25.04.01

🚨 Breaking Changes

• Take vertex_partition_range_offsets(_lasts) using a raft::host_span instead of std::vector constant reference. (#4959) @seunghwak
• Use raft::host_span instead of const reference to std::vector (#4931) @seunghwak
• Remove Obsolete GNN Benchmarks (#4929) @alexbarghi-nv
• Update heterogeneous sampling algorithm code to use the newly developed heterogeneous sampling primitve. (#4922) @seunghwak
• Use new rapids-logger library (#4911) @vyasr
• Forward-merge branch-25.02 into branch-25.04 (#4907) @nv-rliu

🐛 Bug Fixes

• Fix compiler dependency on ARM (#4980) @bdice
• Update Betweenness Centrality normalization (#4974) @ChuckHastings
• Fix update-version script (#4972) @raydouglass
• Updates call to as_column for new requirement on dtype arg (#4965) @rlratzel
• Fix datasets API (no longer experimental) (#4964) @bdice
• remove_multi_edges bug fix. (#4961) @seunghwak
• temporarily increase the timeout for nightly test failures (#4957) @ChuckHastings
• CUDF changed API to assume the dtype is already converted to a cudf type (#4955) @ChuckHastings
• Fix devcontainer names (#4908) @bdice
• Remove Redundant Sort in BC test (#4899) @nv-rliu

📖 Documentation

• [HOTFIX] Adds deprecation warnings for BulkSampler, bulk sampling API, and DGL extensions. (#5017) @rlratzel
• Remove Obsolete GNN Benchmarks (#4929) @alexbarghi-nv

🚀 New Features

• Add local edge source/destination shuffle functions and clean up shuffle utility functions. (#4936) @seunghwak

🛠️ Improvements

• Revert "ci: pre-filter 11.4 jobs before they are enabled in shared workflows (#4975)" (#4995) @divyegala
• Reduce peak memory requirement of WCC (#4990) @seunghwak
• Revert hacks around compile issue with host device deduction (#4985) @miscco
• Remove largest property graph test to avoid OOM in CI (#4981) @ChuckHastings
• Revert "temporarily increase the timeout for nightly test failures" (#4957) (#4979) @divyegala
• ci: pre-filter 11.4 jobs before they are enabled in shared workflows (#4975) @gforsyth
• [CTK 12.5]: Avoid another compiler issue with host device detection (#4971) @miscco
• Update remove_multi_edges to support edge list in multiple chunks. (#4970) @seunghwak
• Refactor Force Atlas 2 (#4969) @jnke2016
• Optimize check for vertex existence (#4966) @jnke2016
• Reduce memory footprint of core number computation. (#4963) @seunghwak
• Silence compiler warnings about host device destructor (#4960) @miscco
• Take vertex_partition_range_offsets(_lasts) using a raft::host_span instead of std::vector constant reference. (#4959) @seunghwak
• Use CuPy for arrays & CUDA Python for low-level CUDA functions (#4958) @jakirkham
• Reduce downloaded test data in CI (#4951) @ChuckHastings
• Use conda-build instead of conda-mambabuild (#4950) @bdice
• add cugraph-notebook-codeowners to CODEOWNERS (#4949) @AyodeAwe
• Replace cub::Min with cuda::minimum (#4948) @miscco
• update handling of GNN dependencies (#4947) @jameslamb
• Update primitives to better follow STL/thrust conventions in supporting predicate operations (#4946) @seunghwak
• Require CMake 3.30.4 (#4938) @robertmaynard
• Create Conda CI test env in one step (#4935) @KyleFromNVIDIA
• Account for breaking changes in RAFT API (#4934) @divyegala
• Use raft::host_span instead of const reference to std::vector (#4931) @seunghwak
• Use shared-workflows branch-25.04 (#4927) @bdice
• Replace thrust::identity with cuda::std::identity (#4925) @miscco
• Fix CUDA 12.8 build compiler warnings (#4924) @seunghwak
• Enable MTMG tests in CI (#4923) @ChuckHastings
• Update heterogeneous sampling algorithm code to use the newly developed heterogeneous sampling primitve. (#4922) @seunghwak
• [FIX] Improve the Warning Displayed for Uneven Batch Distributions (#4920) @alexbarghi-nv
• Add build_type input field for test.yaml (#4918) @gforsyth
• Use rapids-pip-retry in CI jobs that might need retries (#4913) @bdice
• Use new rapids-logger library (#4911) @vyasr
• Forward-merge branch-25.02 into branch-25.04 (#4907) @nv-rliu
• Migrate to NVKS for amd64 CI runners (#4905) @bdice
• Do not rely on thrust::null_type (#4904) @miscco
• Add verify-codeowners hook (#4900) @KyleFromNVIDIA

v25.04.00

🚨 Breaking Changes

• Take vertex_partition_range_offsets(_lasts) using a raft::host_span instead of std::vector constant reference. (#4959) @seunghwak
• Use raft::host_span instead of const reference to std::vector (#4931) @seunghwak
• Remove Obsolete GNN Benchmarks (#4929) @alexbarghi-nv
• Update heterogeneous sampling algorithm code to use the newly developed heterogeneous sampling primitve. (#4922) @seunghwak
• Use new rapids-logger library (#4911) @vyasr
• Forward-merge branch-25.02 into branch-25.04 (#4907) @nv-rliu

🐛 Bug Fixes

• Fix compiler dependency on ARM (#4980) @bdice
• Update Betweenness Centrality normalization (#4974) @ChuckHastings
• Fix update-version script (#4972) @raydouglass
• Updates call to as_column for new requirement on dtype arg (#4965) @rlratzel
• Fix datasets API (no longer experimental) (#4964) @bdice
• remove_multi_edges bug fix. (#4961) @seunghwak
• temporarily increase the timeout for nightly test failures (#4957) @ChuckHastings
• CUDF changed API to assume the dtype is already converted to a cudf type (#4955) @ChuckHastings
• Fix devcontainer names (#4908) @bdice
• Remove Redundant Sort in BC test (#4899) @nv-rliu

📖 Documentation

• Remove Obsolete GNN Benchmarks (#4929) @alexbarghi-nv

🚀 New Features

• Add local edge source/destination shuffle functions and clean up shuffle utility functions. (#4936) @seunghwak

🛠️ Improvements

• Revert "ci: pre-filter 11.4 jobs before they are enabled in shared workflows (#4975)" (#4995) @divyegala
• Reduce peak memory requirement of WCC (#4990) @seunghwak
• Revert hacks around compile issue with host device deduction (#4985) @miscco
• Remove largest property graph test to avoid OOM in CI (#4981) @ChuckHastings
• Revert "temporarily increase the timeout for nightly test failures" (#4957) (#4979) @divyegala
• ci: pre-filter 11.4 jobs before they are enabled in shared workflows (#4975) @gforsyth
• [CTK 12.5]: Avoid another compiler issue with host device detection (#4971) @miscco
• Update remove_multi_edges to support edge list in multiple chunks. (#4970) @seunghwak
• Refactor Force Atlas 2 (#4969) @jnke2016
• Optimize check for vertex existence (#4966) @jnke2016
• Reduce memory footprint of core number computation. (#4963) @seunghwak
• Silence compiler warnings about host device destructor (#4960) @miscco
• Take vertex_partition_range_offsets(_lasts) using a raft::host_span instead of std::vector constant reference. (#4959) @seunghwak
• Use CuPy for arrays & CUDA Python for low-level CUDA functions (#4958) @jakirkham
• Reduce downloaded test data in CI (#4951) @ChuckHastings
• Use conda-build instead of conda-mambabuild (#4950) @bdice
• add cugraph-notebook-codeowners to CODEOWNERS (#4949) @AyodeAwe
• Replace cub::Min with cuda::minimum (#4948) @miscco
• update handling of GNN dependencies (#4947) @jameslamb
• Update primitives to better follow STL/thrust conventions in supporting predicate operations (#4946) @seunghwak
• Require CMake 3.30.4 (#4938) @robertmaynard
• Create Conda CI test env in one step (#4935) @KyleFromNVIDIA
• Account for breaking changes in RAFT API (#4934) @divyegala
• Use raft::host_span instead of const reference to std::vector (#4931) @seunghwak
• Use shared-workflows branch-25.04 (#4927) @bdice
• Replace thrust::identity with cuda::std::identity (#4925) @miscco
• Fix CUDA 12.8 build compiler warnings (#4924) @seunghwak
• Enable MTMG tests in CI (#4923) @ChuckHastings
• Update heterogeneous sampling algorithm code to use the newly developed heterogeneous sampling primitve. (#4922) @seunghwak
• [FIX] Improve the Warning Displayed for Uneven Batch Distributions (#4920) @alexbarghi-nv
• Add build_type input field for test.yaml (#4918) @gforsyth
• Use rapids-pip-retry in CI jobs that might need retries (#4913) @bdice
• Use new rapids-logger library (#4911) @vyasr
• Forward-merge branch-25.02 into branch-25.04 (#4907) @nv-rliu
• Migrate to NVKS for amd64 CI runners (#4905) @bdice
• Do not rely on thrust::null_type (#4904) @miscco
• Add verify-codeowners hook (#4900) @KyleFromNVIDIA

v25.02.00

🚨 Breaking Changes

• Update MG negative sampling to return random samples distributed as specified (#4885) @ChuckHastings
• Remove unnecessary CUDA utilities (#4855) @bdice
• Add support to create temporal graphs (#4819) @ChuckHastings
• [FEA] Heterogeneous Distributed Sampling (#4795) @alexbarghi-nv
• Add amazon0302.txt.gz Benchmarking Dataset to Datasets API (#4790) @nv-rliu

🐛 Bug Fixes

• [BUG] Output Edge Labels in the Distributed Sampler (#4898) @alexbarghi-nv
• Temporarily skip CUDA 11 wheel CI (#4876) @bdice
• Fix "cudaErrorInvalidDevice: invalid device ordinal" in debug runs (#4875) @seunghwak
• pylibcugraph: declare cupy and numpy hard dependencies (#4854) @jameslamb
• Remove thrust::get<0>() calls on a scalar variable. (#4851) @seunghwak
• Address Leiden numbering issue (#4845) @jnke2016
• Add cuda-python dependency (#4829) @bdice
• Fix bug in MG Neighborhood sampling (#4827) @jnke2016
• [BUG] Skip WholeGraph Tests if GPU PyTorch Unavailable (#4820) @alexbarghi-nv
• Bug fix in packed bool compare & swap (#4814) @seunghwak

📖 Documentation

• Fixed links that pointed to old docs/source and removed perf page (#4903) @acostadon
• Added more doxygen groups and fixed some existing ones (#4870) @acostadon
• added doxygen instrumentation to various cpp include files to use in doxygen (#4864) @acostadon
• Adds the refactored Repository information (#4860) @acostadon
• added doxygen groups so docs can clean up the API (#4857) @acostadon
• removes docs and fixed build_docs.sh to only build xml for doxygen (#4837) @acostadon
• Changed ci build_docs to just upload the xml so the cugraph-docs can create the docs (#4662) @acostadon

🚀 New Features

• Support C API Arbitrary Renumbering in PLC (#4895) @alexbarghi-nv
• Remove upper bounds on cuda-python to allow 12.6.2 and 11.8.5 (#4798) @bdice
• [FEA] Heterogeneous Distributed Sampling (#4795) @alexbarghi-nv
• Add amazon0302.txt.gz Benchmarking Dataset to Datasets API (#4790) @nv-rliu

🛠️ Improvements

• Revert CUDA 12.8 shared workflow branch changes (#4906) @vyasr
• Build and test with CUDA 12.8.0 (#4896) @bdice
• remove ucx-proc dependency (#4894) @jameslamb
• Replace all uses of thrust::optional with cuda::std::optional (#4891) @miscco
• update pip devcontainers to UCX 1.18 (#4890) @jameslamb
• Fix issues when building with upcoming cccl (#4888) @miscco
• Update MG negative sampling to return random samples distributed as specified (#4885) @ChuckHastings
• Revert "Temporarily skip CUDA 11 wheel CI" (#4879) @bdice
• Add upper bound to prevent usage of numba 0.61.0 (#4878) @galipremsagar
• use wildcards in auditwheel exclusions (#4877) @jameslamb
• Replace thrust::min/max with cuda::std::min/max (#4871) @seunghwak
• Removes unused benchmark infra: rapids-pytest-benchmark and asvdb (#4865) @rlratzel
• Switch to pynvml_utils.smi for PyNVML 12 (#4863) @jakirkham
• cugraph: declare pylibraft dependency for wheels (#4862) @jameslamb
• Use GCC 13 in CUDA 12 conda builds. (#4861) @bdice
• Renumber with global renumber map too big for GPU (#4856) @ChuckHastings
• Remove unnecessary CUDA utilities (#4855) @bdice
• Support raft's logger targets (#4848) @vyasr
• move wheel installs into per-project test scripts, other packaging changes (#4847) @jameslamb
• Get breathe from conda (#4842) @vyasr
• Update API for node2vec and biased random walks (#4841) @jnke2016
• Check if nightlies have succeeded recently enough (#4840) @vyasr
• Remove sphinx pinning (#4839) @vyasr
• Adds utility scripts and initial docs for managing multi-GPU Dask clusters for cuGraph (#4838) @rlratzel
• heterogeneous sampling primitive (#4836) @seunghwak
• Update for raft logger changes (#4835) @vyasr
• update telemetry actions to fluent-bit friendly style (#4834) @msarahan
• Use cuda-python bindings for getting device properties. (#4830) @bdice
• Update version references in workflow (#4824) @AyodeAwe
• Add support to create temporal graphs (#4819) @ChuckHastings
• gate telemetry dispatch calls on TELEMETRY_ENABLED env var (#4816) @msarahan
• Update cuda-python lower bounds to 12.6.2 / 11.8.5 (#4813) @bdice
• remove 'wget' conda dependency, re-organize dependencies.yaml (#4805) @jameslamb
• introduce libcugraph wheels (#4804) @jameslamb
• PR CI: make cugraph builds depend on pylibcugraph builds (#4801) @jameslamb
• Adapt to rmm logger changes (#4794) @vyasr
• pip devcontainers: use UCX 1.17, prefer system installation (#4792) @jameslamb
• Require approval to run CI on draft PRs (#4789) @bdice
• Forward-merge branch-24.12 to branch-25.02 (#4785) @bdice
• remove all remaining uses of cugraph-ops (#4784) @jameslamb
• Forward-merge branch-24.12 to branch-25.02 (#4780) @bdice
• Avoid private mask cudf API in favor of Column.as_mask (#4758) @mroeschke
• Add breaking change workflow trigger (#4746) @AyodeAwe
• Optimize K-Truss (#4742) @jnke2016

v24.12.00

🚨 Breaking Changes

• Fix SSL Error (#4825) @nv-rliu
• [BUG] Set Max PyTorch Version, Skip 11.4 Tests Using WholeGraph (#4808) @alexbarghi-nv
• Remove GNN Packages (#4765) @alexbarghi-nv
• remove cugraph-dgl and cugraph-pyg building/testing/publishing (#4752) @jameslamb
• Remove nx-cugraph build/test/publish from cugraph (#4748) @nv-rliu
• Remove CMake/C++ references to cugraph-ops (#4744) @ChuckHastings
• Delete the deprecated data_type_id_t enum (#4737) @ChuckHastings
• Don't compile int32_t/int64_t vertex_t/edge_t combinations (#4720) @ChuckHastings
• Remove deprecated C API functions for graph creation/graph free (#4718) @ChuckHastings

🐛 Bug Fixes

• Fix SSL Error (#4825) @nv-rliu
• [BUG] Set Max PyTorch Version, Skip 11.4 Tests Using WholeGraph (#4808) @alexbarghi-nv
• Fix CCCL 2.7.0-rc2 compile issue by removing reference from values. (#4799) @bdice
• Re-enable balanced edge cut test (#4781) @ChuckHastings
• Fix debug build failure (#4774) @seunghwak
• Add sphinx-lint pre-commit and some docs fixes (#4771) @eriknw
• Fix improper initialization of degree_type (#4755) @ChuckHastings
• Put a ceiling on cuda-python (#4747) @bdice
• Fix MG similarity issues (#4741) @ChuckHastings
• Address Leiden clustering generating too many clusters (#4730) @ChuckHastings
• Add support for storing results for all k-values (#4728) @nv-rliu
• Remove --collect-only Option Left by Accident (#4727) @nv-rliu
• Update nx-cugraph to NetworkX 3.4 (#4717) @eriknw
• Symmetrize edgelist when creating a CSR graph (#4716) @jnke2016

📖 Documentation

• nx-cugraph: add bipartite_betweenness_centrality to supported algorithms (#4778) @eriknw
• Notebook to run Centrality against PatentsView data for Medium Blog (#4769) @acostadon
• Drop support for NetworkX 3.0 and 3.1 for nx-cugraph (#4766) @eriknw
• Update nx-cugraph Docs URLs (#4761) @nv-rliu
• Update nx-cugraph README with New Env Variable (#4705) @nv-rliu

🚀 New Features

• [FEA] Support Edge ID Lookup in PyLibcuGraph (#4687) @alexbarghi-nv

🛠️ Improvements

• Increase max_iterations in MG HITS TEST (#4783) @seunghwak
• Updates READMEs, updates core_number to properly ignore degree_type, minor cleanup (#4776) @rlratzel
• Remove edge renumber map from the homogeneous sampling API (#4775) @jnke2016
• Remove GNN Packages (#4765) @alexbarghi-nv
• Remove cugraph-equivariance (#4762) @BradReesWork
• deprecate NetworkX Graph as input (#4759) @BradReesWork
• Remove nx-cugraph from this repo (#4756) @eriknw
• enforce wheel size limits, README formatting in CI (#4754) @jameslamb
• remove cugraph-dgl and cugraph-pyg building/testing/publishing (#4752) @jameslamb
• Primitives & BFS performance improvements (#4751) @seunghwak
• extract the edgelist from the graph (#4750) @jnke2016
• Remove nx-cugraph build/test/publish from cugraph (#4748) @nv-rliu
• Remove CMake/C++ references to cugraph-ops (#4744) @ChuckHastings
• add telemetry (#4740) @msarahan
• Delete the deprecated data_type_id_t enum (#4737) @ChuckHastings
• Updates README with new dataset, removes mention of script no longer used (#4736) @rlratzel
• devcontainer: replace VAULT_HOST with AWS_ROLE_ARN (#4732) @jjacobelli
• Adds new dataset for benchmarking in the 100k node 1M edge range, adds additional k-values for BC benchmarks (#4726) @rlratzel
• re-run all CI when files in .github/workflows change (#4723) @jameslamb
• Don't compile int32_t/int64_t vertex_t/edge_t combinations (#4720) @ChuckHastings
• print sccache stats in builds (#4719) @jameslamb
• Remove deprecated C API functions for graph creation/graph free (#4718) @ChuckHastings
• Clean up the use of cuco hash functions (#4707) @PointKernel
• Relax PyTorch upper bound (allowing 2.4) (#4703) @jakirkham
• combine pip install calls in wheel-testing scripts (#4701) @jameslamb
• Merge branch-24.10 into branch-24.12 (#4697) @jameslamb
• Merge branch-24.10 into branch-24.12 (#4682) @jameslamb
• Update all rmm imports to use pylibrmm/librmm (#4671) @Matt711
• Prune workflows based on changed files (#4634) @KyleFromNVIDIA
• support heterogenous fanout type (#4608) @jnke2016

v24.10.00

🚨 Breaking Changes

• Add Additional Check for NetworkX Release Candidate Versions (#4613) @nv-rliu
• Updates to cugraph.hypergraph (Duplicate Col Labels Bug) (#4610) @nv-rliu
• Heterogeneous renumbering implementation (#4602) @seunghwak
• [FEA] DGL Examples (#4583) @alexbarghi-nv

🐛 Bug Fixes

• Updates docs to describe nx-cugraph based on latest updates for 24.10 (#4694) @nv-rliu
• Constrain versions of PyTorch and CI artifacts in CI Runs, upgrade to dgl 2.4 (#4690) @alexbarghi-nv
• Drops duplicate edges in non-MultiGraph PLC SGGraph instances (#4658) @rlratzel
• Install mg test executables (#4656) @KyleFromNVIDIA
• Fix build strings in nx-cugraph (#4639) @bdice
• Set CUDA_STATIC_MATH_LIBRARIES in Python builds (#4612) @KyleFromNVIDIA
• Updates to cugraph.hypergraph (Duplicate Col Labels Bug) (#4610) @nv-rliu
• Biased sampling primitive bug fix (#4607) @seunghwak
• Fix test_property_graph_mg Usage of Util Function (#4600) @nv-rliu
• Re-configure benchmarking devices & add markers to bench_cugraph_uniform_neighbor_sample (#4561) @nv-rliu

📖 Documentation

• Implementing some of the VDR feedback (#4674) @acostadon
• Add nx-cugraph Docs Pages (#4669) @nv-rliu
• Recommending miniforge for conda install (#4650) @mmccarty

🚀 New Features

• Add nx-cugraph introduction notebook to repo (#4677) @nv-rliu
• Support Negative Sampling in pylibcugraph and cuGraph-PyG (#4660) @alexbarghi-nv
• Heterogeneous renumbering implementation (#4602) @seunghwak
• [FEA] Biased Sampling in cuGraph-DGL (#4595) @alexbarghi-nv
• [FEA] Biased Sampling in cuGraph-PyG (#4586) @alexbarghi-nv
• [FEA] DGL Examples (#4583) @alexbarghi-nv

🛠️ Improvements

• nx-cugraph: add NX_CUGRAPH_AUTOCONFIG=True env var to enable full zero-code change (#4685) @eriknw
• Fix cit-patents Dataset for nx-cugraph Benchmark (#4666) @nv-rliu
• Update update-version.sh to use packaging lib (#4664) @AyodeAwe
• Swtch traceback to --native in cugraph (#4663) @galipremsagar
• bump NCCL floor to 2.18.1.1, include nccl.h where it's needed (#4661) @jameslamb
• Use CI workflow branch 'branch-24.10' again (#4654) @jameslamb
• Update flake8 to 7.1.1. (#4652) @bdice
• reduce pip verbosity in wheel builds (#4651) @jameslamb
• Refactor the python function symmetrizing the edgelist (#4649) @jnke2016
• Add --cpu-only or --gpu-only Arguments to nx-cugraph Benchmark (#4648) @nv-rliu
• Add support for Python 3.12 (#4647) @jameslamb
• Biased Random Walks and Node2Vec implementation (#4645) @ChuckHastings
• update a few more Python references to Python 3.10 (#4637) @jameslamb
• Negative Sampling test needs whole GPU (#4636) @ChuckHastings
• Update rapidsai/pre-commit-hooks (#4633) @KyleFromNVIDIA
• Update examples to build with latest changes to cugraph (#4632) @ChuckHastings
• Remove Warnings and Timeout from bench_cugraph_uniform_neighbor_sample.py (#4631) @nv-rliu
• Update edge triangle count to call a non detail primitive (#4630) @jnke2016
• nx-cugraph: Updates nxcg.Graph classes for API-compatibility with NetworkX Graph classes, needed for zero code change graph generators (#4629) @eriknw
• Drop Python 3.9 support (#4625) @jameslamb
• Download fewer datasets for C/C++ unit tests (#4624) @ChuckHastings
• Use CUDA math wheels (#4621) @KyleFromNVIDIA
• Fix ListColumn constructor argument (#4620) @mroeschke
• Use CategoricalColumn instead of build_categorical_column (#4618) @mroeschke
• Add nx-cugraph Benchmarking Scripts (#4616) @nv-rliu
• Remove NumPy <2 pin (#4615) @seberg
• Add Additional Check for NetworkX Release Candidate Versions (#4613) @nv-rliu
• Remove a bunch of legacy code that's no longer used (#4609) @ChuckHastings
• Update pre-commit hooks (#4605) @KyleFromNVIDIA
• Improve update-version.sh (#4599) @bdice
• Use tool.scikit-build.cmake.version, set scikit-build-core minimum-version (#4597) @jameslamb
• Migrate get_sampling_index function from cugraph-ops to cugraph (#4594) @ChuckHastings
• Merge branch-24.08 into branch-24.10 (#4565) @jameslamb
• Fix ucx-py version, use UCX 1.17.0 in pip devcontainers (#4562) @bdice
• Use stream_allocator_adaptor constructor instead of factory. (#4557) @bdice
• Add an Explanatory Error Message for uint Types (#4556) @alexbarghi-nv
• Define and Implement C++ API for negative sampling (#4523) @ChuckHastings

v24.08.00

🚨 Breaking Changes

• Use MNMG version of ECG in python layer instead, and remove legacy ECG and Louvain (#4514) @naimnv

🐛 Bug Fixes

• Fix ucx-py update-version script (#4603) @raydouglass
• add setuptools to host requirements for conda packages that need it (#4582) @jameslamb
• Add pylibcugraph dependency on pylibraft. (#4570) @bdice
• Fix build error with NO_CUGRAPH_OPS (#4563) @seunghwak
• [BUG] Fix Failing WholeGraph Tests (#4560) @alexbarghi-nv
• Temporarily Disable Feature Store Tests with WholeGraph (#4559) @alexbarghi-nv
• Fix MG katz_centrality: Check if DataFrame Arg is Not None (#4555) @nv-rliu
• nx-cugraph: fix from_pandas_edgekey given edgekey but not edgeattr (#4550) @eriknw
• Fix triangle count test bug (#4549) @jnke2016
• [BUG] Use the Correct WG Communicator (#4548) @alexbarghi-nv
• Add Additional Check For SSSP Source Vertex & Fix SSSP Benchmark (#4541) @nv-rliu
• Fix OOM Bug for Jaccard, Sorensen, and Overlap benchmarks (#4524) @nv-rliu
• Distribute start_list across ranks (#4519) @jnke2016
• [FIX] Skip Distributed Sampler Tests if PyTorch with CUDA is not Available (#4518) @alexbarghi-nv
• [BUG] Fix a hang issue in MG triangle counts (when invoked with a small number of vertices to update triangle counts) (#4517) @seunghwak
• Update MG Benchmark List (#4516) @nv-rliu
• Fix TensorProductConv test and improve docs (#4480) @tingyu66
• Test nx-cugraph package instead of editable install (#4442) @KyleFromNVIDIA

📖 Documentation

• DOC: typo in nx_transition.rst (#4491) @raybellwaves
• Doc cleanup for nx-cugraph: fixed typos, cleaned up various descriptions, renamed notebook to match naming convetion. (#4478) @rlratzel
• [DOC] Minor Improvements to cuGraph-PyG Documentation (#4460) @alexbarghi-nv

🚀 New Features

• Use MNMG version of ECG in python layer instead, and remove legacy ECG and Louvain (#4514) @naimnv
• c_api and plc binding for lookup src dst using edge ids and type(s) (#4494) @naimnv
• Forward merge branch-24.06 into branch-24.08 (#4489) @nv-rliu
• [FEA] New Graph Interface and Loaders for Distributed Sampling in DGL (#4486) @alexbarghi-nv
• compute cosine similarity for vertex pairs (#4482) @naimnv
• Define heterogeneous renumbering API (#4463) @seunghwak
• Lookup edge src dst using edge id and type (#4449) @naimnv
• Biased sampling (#4443) @seunghwak

🛠️ Improvements

• nx-cugraph: check networkx version (#4571) @eriknw
• nx-cugraph: add G.__networkx_cache__ to enable graph conversion caching (#4567) @eriknw
• split up CUDA-suffixed dependencies in dependencies.yaml (#4552) @jameslamb
• Use workflow branch 24.08 again (#4544) @KyleFromNVIDIA
• Support non p2p configuration when initializing the comms (#4543) @jnke2016
• Fix Warning from simpleDistributedGraph.py (#4540) @nv-rliu
• Create a graph from the edge list in multiple chunks (#4539) @seunghwak
• nx-cugraph: add dijkstra sssp functions (#4538) @eriknw
• nx-cugraph: add from_dict_of_lists and to_dict_of_lists (#4537) @eriknw
• Ensure get_test_data.sh doesn't re-download datasets (#4536) @trxcllnt
• Define and Implement C API for biased sampling (#4535) @ChuckHastings
• Build and test with CUDA 12.5.1 (#4534) @KyleFromNVIDIA
• Refactor C++ unit tests to allow finer grained filtering (#4533) @ChuckHastings
• [IMP] Set the Default WG Memory Type to 'distributed' for the MNMG PyG Example (#4532) @alexbarghi-nv
• nx-cugraph: add relabel_nodes and convert_node_labels_to_integers (#4531) @eriknw
• Add -cuXX suffixed versions of cugraph-service-client dependency to pyproject.toml's project.dependencies list (#4530) @trxcllnt
• Further optimize from_pandas_edgelist with cudf (#4528) @eriknw
• Performance optimize BFS (including direction optimizing BFS implementation, mainly for single-GPU) (#4527) @seunghwak
• Add CUDA_STATIC_MATH_LIBRARIES (#4526) @KyleFromNVIDIA
• Better handle cudf.pandas in from_pandas_edgelist (#4525) @eriknw
• Skip the benchmark ctests within CI (#4522) @ChuckHastings
• remove thriftpy2 ceiling (#4521) @jameslamb
• Avoid --find-links in wheel jobs (#4509) @jameslamb
• Refactor code base to reduce memory requirement for building libcugraph (#4506) @naimnv
• Tweak rmm configuration for C++ unit tests (#4503) @ChuckHastings
• Expose new all-pairs Similarity algorithms (#4502) @jnke2016
• remove openmpi ceiling (#4496) @jameslamb
• Cut peak memory footprint in per_v_transform_reduce_dst_key_aggregated_outgoing_e (#4484) @seunghwak
• Skip MG dgl_uniform_sampler test in nightlies (#4479) @nv-rliu
• Remove text builds of documentation (#4468) @vyasr
• [IMP] Limit the Test Data Size when Running CI in gcn_dist_sg.py (#4461) @alexbarghi-nv
• Forward Merge branch-24.06 into branch-24.08 (#4454) @nv-rliu
• Properly clean up python directories (#4453) @ChuckHastings
• Fixes for On-Going MG Test Failures (#4450) @nv-rliu
• remove unnecessary 'setuptools' and 'wheel' dependencies (#4448) @jameslamb
• MG Implementation K-Truss (#4438) @jnke2016
• Overhaul ops-codeowners (#4409) @raydouglass
• Use rapids-build-backend (#4393) @KyleFromNVIDIA
• Optimize K-Truss (#4375) @jnke2016

v24.06.01

🚨 Breaking Changes

• Call New replicate_edgelist Function (#4441) @nv-rliu
• Enable FutureWarnings and DeprecationWarnings as errors in cugraph (#4415) @mroeschke
• Distributed Sampling in cuGraph-PyG (#4384) @alexbarghi-nv
• Move edge triangle count to the stable API (#4382) @jnke2016
• Address dask_cudf.read_csv chunksize deprecation (#4379) @mroeschke
• Convert device_memory_resource* to device_async_resource_ref (#4365) @harrism
• Update cugraph-pyg models for PyG 2.5 (#4335) @tingyu66

🐛 Bug Fixes

• Fix Broken cpp_build by Pinning Openmpi Build Ver (24.06) (#4475) @nv-rliu
• [BUG] Pin Test Version of PyTorch to 2.1 to Resolve NCCL Error (#4464) @alexbarghi-nv
• Fix bug in kv_store_t's insertion methods (#4444) @naimnv
• Fix a bug in kv_store_t implementation (#4434) @naimnv
• [FIX] Remove Unintentional Expensive Check from SG Uniform Neighbor Sample (#4421) @alexbarghi-nv
• BFS fix for exec_policy (#4417) @ChuckHastings
• Skip/adjust doctests for deprecations (#4380) @mroeschke
• Address dask_cudf.read_csv chunksize deprecation (#4379) @mroeschke
• Fix bad Leiden result (#4376) @ChuckHastings
• Erdos-Renyi generator had bad logic in thrust calls (#4362) @ChuckHastings
• Change mamba option --force to --yes (#4357) @naimnv
• Fix false C++ HITS test failure on H100 (#4352) @seunghwak
• Bug fix in cugraph::detail::extract_transform_v_froniter_e (#4320) @seunghwak
• Refactor CMakeLists.txt to better express usage requirements (#4309) @robertmaynard
• [BUG] Always Persist Dask DataFrames in cuGraph-DGL Graph Storage (#4296) @alexbarghi-nv
• Fix Bug in MG ego_graph (#4262) @nv-rliu
• [FIX] Remove Unnecessary CUDA Check Causing Deprecation Warning (#4239) @alexbarghi-nv

📖 Documentation

• Fixed links and added c++ docs per issue 4431 (#4435) @acostadon
• first copy of general cugraph tutorial. (#4396) @acostadon
• adding notebook to demo nx_cugraph (#4366) @acostadon
• Update operators.rst (#4339) @raybellwaves
• Removed obsolete methods from rst file (#4331) @acostadon
• Update DGL_support.md (#4327) @raybellwaves
• test sphinx mapping to networkx (#4323) @raybellwaves
• Updates the nx-cugraph README.md with the latest upstream URLs (#4321) @rlratzel
• Fix Table for Synthetic Data notebook (#4311) @nv-rliu
• Fix Docstring for from_dask_cudf_edgelist (#4310) @nv-rliu
• fix PyPI URL in docs (#4282) @jameslamb
• DOC: doc-update-link-for-cugraphops (#4279) @raybellwaves
• Notebook fixes to formulas and outputs (#4272) @acostadon

🚀 New Features

• [FEA] New WholeGraph Feature Store for PyG (#4432) @alexbarghi-nv
• Biased sampling primitive (#4430) @seunghwak
• Distributed Sampling in cuGraph-PyG (#4384) @alexbarghi-nv
• [FEA] Support Seed Retention for Sampling with Renumbering (#4355) @alexbarghi-nv
• Always use a static gtest (#4344) @robertmaynard
• Update GNN sampling post processing functions to optionally consider seed vertices in renumbering (#4329) @seunghwak
• MNMG Approximation Algorithm for the Weighted Matching Problem (#4315) @naimnv
• [FEA] cuGraph GNN NCCL-only Setup and Distributed Sampling (#4278) @alexbarghi-nv

🛠️ Improvements

• Adds benchmark for nx_cugraph.ego_graph (#4451) @rlratzel
• Pin torch version in cugraph-dgl wheel test (#4447) @tingyu66
• Call New replicate_edgelist Function (#4441) @nv-rliu
• Fix MG Betweenness Centrality Test Bug (#4429) @nv-rliu
• Expose graph_view method to count multi edges through C API and PLC (#4426) @ChuckHastings
• Update doxygen comments to specify in,out instead of in/out (#4425) @ChuckHastings
• Enable FutureWarnings and DeprecationWarnings as errors in cugraph (#4415) @mroeschke
• Add MTMG support for Similarity and test for all-pairs Jaccard (#4411) @ChuckHastings
• Update collect_comm to handle value of tuple type (#4410) @naimnv
• Updates SG PropertyGraph and cugraph-service to apply DataFrame.fillna() based on latest cuDF changes (#4408) @rlratzel
• Fix building cugraph with CCCL main (#4404) @trxcllnt
• Update decompress_to_edgelist to handle edge types (#4397) @naimnv
• nx-cugraph: add ego_graph (#4395) @eriknw
• Remove unused benchmark fixture in test_dask_mg_random_walks (#4391) @mroeschke
• Address do_expensive_check FutureWarnings in Python tests (#4390) @mroeschke
• Address k_truss_subgraph(use_weights=) deprecation (#4389) @mroeschke
• Address PendingDeprecationWarning from _from_edgelist (#4388) @mroeschke
• Adjust deprecated cugraph.subgraph usage in Python tests (#4386) @mroeschke
• Update k_truss to work with many connected components (#4383) @eriknw
• Move edge triangle count to the stable API (#4382) @jnke2016
• Replace deprecated cupy.sparse with cupyx.scipy.sparse (#4381) @mroeschke
• Migrate to {{ stdlib("c") }} (#4374) @hcho3
• Convert device_memory_resource* to device_async_resource_ref (#4365) @harrism
• add --rm and --name to devcontainer run args (#4361) @trxcllnt
• Update pip devcontainers to UCX v1.15.0 (#4360) @trxcllnt
• Add missing <optional> include (#4353) @trxcllnt
• nx-cugraph: support should_run that was added in NetworkX 3.3 (#4348) @eriknw
• Update generation and flattening of dendrogram in Leiden (#4347) @ChuckHastings
• Update cugraph-pyg models for PyG 2.5 (#4335) @tingyu66
• Update pre-commit hooks to include all C and C++ files (#4332) @ChuckHastings
• Enable expression-based Dask Dataframe support (#4325) @rjzamora
• Use appropriate edge src and dst properties based on is_multi_gpu flag (#4319) @naimnv
• Test GNN Examples and Add CUDA 12 Testing (#4317) @alexbarghi-nv
• Adds missing files to update-version.sh (#4314) @AyodeAwe
• Fix stream synchronization in MTMG graph construction (#4275) @ChuckHastings
• Get rid of sentinel namespace (#4274) @PointKernel
• Update more C++ algorithm tests to include edge masked input graphs. (#4267) @seunghwak
• Update triangle count to internally use edge masking and update Triangle counting & K-hop neighbor tests to include edge masked graph view inputs (#4261) @seunghwak
• Add Additional Checks to get_edgelist and get_dask_edgelist (#4256) @nv-rliu
• Refactor Several MG Tests (#4244) @nv-rliu

v24.06.00

🚨 Breaking Changes

• Call New replicate_edgelist Function (#4441) @nv-rliu
• Enable FutureWarnings and DeprecationWarnings as errors in cugraph (#4415) @mroeschke
• Distributed Sampling in cuGraph-PyG (#4384) @alexbarghi-nv
• Move edge triangle count to the stable API (#4382) @jnke2016
• Address dask_cudf.read_csv chunksize deprecation (#4379) @mroeschke
• Convert device_memory_resource* to device_async_resource_ref (#4365) @harrism
• Update cugraph-pyg models for PyG 2.5 (#4335) @tingyu66

🐛 Bug Fixes

• Fix bug in kv_store_t's insertion methods (#4444) @naimnv
• Fix a bug in kv_store_t implementation (#4434) @naimnv
• [FIX] Remove Unintentional Expensive Check from SG Uniform Neighbor Sample (#4421) @alexbarghi-nv
• BFS fix for exec_policy (#4417) @ChuckHastings
• Skip/adjust doctests for deprecations (#4380) @mroeschke
• Address dask_cudf.read_csv chunksize deprecation (#4379) @mroeschke
• Fix bad Leiden result (#4376) @ChuckHastings
• Erdos-Renyi generator had bad logic in thrust calls (#4362) @ChuckHastings
• Change mamba option --force to --yes (#4357) @naimnv
• Fix false C++ HITS test failure on H100 (#4352) @seunghwak
• Bug fix in cugraph::detail::extract_transform_v_froniter_e (#4320) @seunghwak
• Refactor CMakeLists.txt to better express usage requirements (#4309) @robertmaynard
• [BUG] Always Persist Dask DataFrames in cuGraph-DGL Graph Storage (#4296) @alexbarghi-nv
• Fix Bug in MG ego_graph (#4262) @nv-rliu
• [FIX] Remove Unnecessary CUDA Check Causing Deprecation Warning (#4239) @alexbarghi-nv

📖 Documentation

• Fixed links and added c++ docs per issue 4431 (#4435) @acostadon
• first copy of general cugraph tutorial. (#4396) @acostadon
• adding notebook to demo nx_cugraph (#4366) @acostadon
• Update operators.rst (#4339) @raybellwaves
• Removed obsolete methods from rst file (#4331) @acostadon
• Update DGL_support.md (#4327) @raybellwaves
• test sphinx mapping to networkx (#4323) @raybellwaves
• Updates the nx-cugraph README.md with the latest upstream URLs (#4321) @rlratzel
• Fix Table for Synthetic Data notebook (#4311) @nv-rliu
• Fix Docstring for from_dask_cudf_edgelist (#4310) @nv-rliu
• fix PyPI URL in docs (#4282) @jameslamb
• DOC: doc-update-link-for-cugraphops (#4279) @raybellwaves
• Notebook fixes to formulas and outputs (#4272) @acostadon

🚀 New Features

• [FEA] New WholeGraph Feature Store for PyG (#4432) @alexbarghi-nv
• Biased sampling primitive (#4430) @seunghwak
• Distributed Sampling in cuGraph-PyG (#4384) @alexbarghi-nv
• [FEA] Support Seed Retention for Sampling with Renumbering (#4355) @alexbarghi-nv
• Always use a static gtest (#4344) @robertmaynard
• Update GNN sampling post processing functions to optionally consider seed vertices in renumbering (#4329) @seunghwak
• MNMG Approximation Algorithm for the Weighted Matching Problem (#4315) @naimnv
• [FEA] cuGraph GNN NCCL-only Setup and Distributed Sampling (#4278) @alexbarghi-nv

🛠️ Improvements

• Adds benchmark for nx_cugraph.ego_graph (#4451) @rlratzel
• Pin torch version in cugraph-dgl wheel test (#4447) @tingyu66
• Call New replicate_edgelist Function (#4441) @nv-rliu
• Fix MG Betweenness Centrality Test Bug (#4429) @nv-rliu
• Expose graph_view method to count multi edges through C API and PLC (#4426) @ChuckHastings
• Update doxygen comments to specify in,out instead of in/out (#4425) @ChuckHastings
• Enable FutureWarnings and DeprecationWarnings as errors in cugraph (#4415) @mroeschke
• Add MTMG support for Similarity and test for all-pairs Jaccard (#4411) @ChuckHastings
• Update collect_comm to handle value of tuple type (#4410) @naimnv
• Updates SG PropertyGraph and cugraph-service to apply DataFrame.fillna() based on latest cuDF changes (#4408) @rlratzel
• Fix building cugraph with CCCL main (#4404) @trxcllnt
• Update decompress_to_edgelist to handle edge types (#4397) @naimnv
• nx-cugraph: add ego_graph (#4395) @eriknw
• Remove unused benchmark fixture in test_dask_mg_random_walks (#4391) @mroeschke
• Address do_expensive_check FutureWarnings in Python tests (#4390) @mroeschke
• Address k_truss_subgraph(use_weights=) deprecation (#4389) @mroeschke
• Address PendingDeprecationWarning from _from_edgelist (#4388) @mroeschke
• Adjust deprecated cugraph.subgraph usage in Python tests (#4386) @mroeschke
• Update k_truss to work with many connected components (#4383) @eriknw
• Move edge triangle count to the stable API (#4382) @jnke2016
• Replace deprecated cupy.sparse with cupyx.scipy.sparse (#4381) @mroeschke
• Migrate to {{ stdlib("c") }} (#4374) @hcho3
• Convert device_memory_resource* to device_async_resource_ref (#4365) @harrism
• add --rm and --name to devcontainer run args (#4361) @trxcllnt
• Update pip devcontainers to UCX v1.15.0 (#4360) @trxcllnt
• Add missing <optional> include (#4353) @trxcllnt
• nx-cugraph: support should_run that was added in NetworkX 3.3 (#4348) @eriknw
• Update generation and flattening of dendrogram in Leiden (#4347) @ChuckHastings
• Update cugraph-pyg models for PyG 2.5 (#4335) @tingyu66
• Update pre-commit hooks to include all C and C++ files (#4332) @ChuckHastings
• Enable expression-based Dask Dataframe support (#4325) @rjzamora
• Use appropriate edge src and dst properties based on is_multi_gpu flag (#4319) @naimnv
• Test GNN Examples and Add CUDA 12 Testing (#4317) @alexbarghi-nv
• Adds missing files to update-version.sh (#4314) @AyodeAwe
• Fix stream synchronization in MTMG graph construction (#4275) @ChuckHastings
• Get rid of sentinel namespace (#4274) @PointKernel
• Update more C++ algorithm tests to include edge masked input graphs. (#4267) @seunghwak
• Update triangle count to internally use edge masking and update Triangle counting & K-hop neighbor tests to include edge masked graph view inputs (#4261) @seunghwak
• Add Additional Checks to get_edgelist and get_dask_edgelist (#4256) @nv-rliu
• Refactor Several MG Tests (#4244) @nv-rliu