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

[NIGHTLY] v24.12.00

🔗 Links

• Development Branch
• Compare with main branch

🚨 Breaking Changes

• 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 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

• 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 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

v24.08.00

🚨 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

v24.04.00

🚨 Breaking Changes

• C API for MNMG ECG (#4194) @naimnv
• Refactor and Fix test_induced_subgraph_mg (#4183) @nv-rliu
• Removes APIs that have been deprecated and have exceeded the grace period, improves *_warning_wrapper performance (#4176) @rlratzel
• Fixes for pandas 2, latest cudf, and wheel building (#4144) @vyasr

🐛 Bug Fixes

• Update pre-commit-hooks to v0.0.3 (#4264) @KyleFromNVIDIA
• Removes (unintentional?) runtime dependency on packaging from nx-cugraph (#4240) @rlratzel
• Fix kv_store_t build error when cuCollection is used as a backend and the value type is thrust::tuple (#4238) @seunghwak
• MTMG gather use of streams (#4237) @ChuckHastings
• remove NVTX calls in libcugraph_etl (#4229) @ChuckHastings
• Update cuGraph-PyG GraphSAGE Examples (#4224) @alexbarghi-nv
• transform_e bug fix in edge masking (#4221) @seunghwak
• Remove Usage of Experimental Datasets Package (#4220) @nv-rliu
• Fix pos_list api for force atlas (#4219) @hlinsen
• Fix louvain_communities, PropertyGraph, cudf column.full, dgl 2.1.0 CI failures (#4215) @eriknw
• Remove CUGRAPH_EXPECTS(!(this->has_edge_mask()), unimplemented.) (#4214) @naimnv
• fix scatter to handle empty graphs (#4193) @tingyu66
• Refactor and Fix test_induced_subgraph_mg (#4183) @nv-rliu
• Update SG notebook (#4169) @naimnv
• Use input rng_state rather than creating a local one (#4168) @naimnv
• Fix FutureWarnings in Graph Creation (#4167) @nv-rliu
• Fixes for pandas 2, latest cudf, and wheel building (#4144) @vyasr
• handle more RAPIDS version formats in update-version.sh, refactor dependencies.yaml (#4109) @jameslamb
• Mark kernels as internal (#4098) @robertmaynard

📖 Documentation

• Add Python 3.11 to Conda docs (#4213) @jakirkham
• Update installation docs for CUDA 12. (#4207) @bdice
• Fix in Docs to address question asked in issue 4182 (#4204) @acostadon
• [docs] fix GNN typo (#4196) @aMahanna
• Update README for cugraph notebooks (#4180) @naimnv
• Starting work on blog links and nx_cugraph docs (#4160) @acostadon

🚀 New Features

• Graph coloring and MIS (#4211) @naimnv
• Enable edge masking in the remaining primitives (#4186) @seunghwak
• Update per_v_random_select_transform_outgoing_e to support edge masking (#4174) @seunghwak
• cugraph examples (#4128) @naimnv
• Enable edge masking in additional primitives (#4126) @seunghwak
• Support CUDA 12.2 (#4088) @jameslamb
• cuGraph-DGL and WholeGraph Performance Testing with Feature Store Performance Improvements (#4081) @alexbarghi-nv

🛠️ Improvements

• Use conda env create --yes instead of --force (#4286) @bdice
• Always scatter in FP32 in TPConv (#4260) @tingyu66
• Remove outdated conda_build.sh. (#4257) @bdice
• update example build script with targets and options/help (#4254) @naimnv
• Refactor test utility functions and update SG & MG core_number tests to test with edge masking (#4253) @seunghwak
• nx-cugraph: add is_negatively_weighted (#4242) @eriknw
• Add upper bound to prevent usage of NumPy 2 (#4233) @bdice
• Adds nx-cugraph benchmarks for APIs added to prior releases that were never benchmarked (#4228) @rlratzel
• Make external vertex and edge shuffling function public (#4227) @naimnv
• Updates nx-cugraph README for latest h/w, CUDA, python, NX requirements, moves updater to pre-commit (#4225) @rlratzel
• Enable pytest failures on warnings from cudf (#4223) @mroeschke
• Added a weighted example to the jaccard notebook (#4222) @acostadon
• Use public pandas and cudf APIs where possible (#4218) @mroeschke
• Remove hard-coding of RAPIDS version where possible (#4217) @KyleFromNVIDIA
• Treat nx-cugraph, cugraph-pyg, cugraph-dgl, and cugraph-equivariant CI artifacts as pure wheels (#4216) @bdice
• Add degrees to C API (#4212) @ChuckHastings
• Add additional kwargs to GATConv (#4210) @tingyu66
• Add DeprecationWarning to batched_ego_graphs (#4209) @nv-rliu
• Trim trailing whitespace (#4206) @bdice
• Automate C++ include file grouping and ordering using clang-format (#4205) @harrism
• nx-cugraph: add more shortest path algorithms (#4199) @eriknw
• Refactor MG Centrality Tests (#4197) @nv-rliu
• Add support for Python 3.11, require NumPy 1.23+ (#4195) @jameslamb
• C API for MNMG ECG (#4194) @naimnv
• nx-cugraph: update get_info function keys to NetworkX 3.3 (#4192) @eriknw
• Adds additional detail to Jaccard notebook (#4189) @rlratzel
• Update devcontainers to CUDA Toolkit 12.2 (#4184) @trxcllnt
• Update louvain_communities to match NetworkX 3.3 (added max_level) (#4177) @eriknw
• Removes APIs that have been deprecated and have exceeded the grace period, improves *_warning_wrapper performance (#4176) @rlratzel
• target branch-24.04 for GitHub Actions workflows (#4175) @jameslamb
• Add cuda-nvtx-dev, add missing CUDA library dependencies. (#4162) @bdice
• Enforce matching type (#4161) @jnke2016
• Add new all-pairs similarity algorithm (#4158) @ChuckHastings
• nx-cugraph: automatically generate trees in README.md (#4156) @eriknw
• Add environment-agnostic scripts for running ctests and pytests (#4152) @trxcllnt
• Ensure that ctest is called with --no-tests=error. (#4148) @bdice
• Update ops-bot.yaml (#4146) @AyodeAwe
• Replace local copyright check with pre-commit-hooks verify-copyright (#4130) @KyleFromNVIDIA
• Re-run ci/release/update-version.sh 24.04.00 (#4127) @jakirkham
• Address primitives performance regression with the added edge masking support (when edge masking is not in use) (#4119) @seunghwak
• Update cugraph for compatibility with the latest cuco (#4111) @PointKernel
• Add a new notebook for SNMG benchmark runs (#4091) @naimnv
• Ktruss implementation (#4059) @jnke2016

[NIGHTLY] v24.06.00

🔗 Links

• Development Branch
• Compare with main branch

🚨 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

v24.02.00

🚨 Breaking Changes

• Remove Experimental Wrappers from GNN Code (#4070) @alexbarghi-nv
• Switch to scikit-build-core (#4053) @vyasr
• Update to CCCL 2.2.0. (#4052) @bdice

🐛 Bug Fixes

• Revert "Exclude tests from builds (#4147)" (#4157) @raydouglass
• Exclude tests from builds (#4147) @vyasr
• Constraint pytorch-dependent wheel test to only run on amd64 (#4133) @tingyu66
• Removes the networkx_algorithm decorator to all SCC functions to disable dispatching to them (#4120) @rlratzel
• Correct cugraph-pyg package name used in wheels and fix test script (#4083) @tingyu66
• Fix Jaccard hang (#4080) @jnke2016
• Fix OOB error, BFS C API should validate that the source vertex is a valid vertex (#4077) @ChuckHastings
• [BUG]Fix non-type template parameter to cugraph::relabel (#4064) @naimnv
• Fix MG weighted similarity test failure (#4054) @seunghwak
• MG C-API test failure fixes (#4047) @seunghwak
• Add a barrier before cugraph Graph creation (#4046) @VibhuJawa
• Fix % 0 bug in MG_SELECT_RANDOM_VERTICES test (#4034) @seunghwak
• Branch 24.02 merge branch 23.12 (#4012) @vyasr

📖 Documentation

• Updates nx-cugraph README.md with latest algos (#4135) @rlratzel
• corrected links in C API and added groups for support functions (#4131) @acostadon
• Forward-merge branch-23.12 to branch-24.02 (#4049) @GPUtester

🚀 New Features

• Implement has_edge() & compute_multiplicity() (#4096) @seunghwak
• Update per_v_transform_reduce_incoming|outgoing_e to support edge masking (#4085) @seunghwak
• Remove Experimental Wrappers from GNN Code (#4070) @alexbarghi-nv
• MNMG ECG (#4030) @naimnv
• Replace graph_view.hpp::number_of_edges with compute_number_of_edges (#4026) @seunghwak
• Update count_if_e, transform_reduce_e, and transform_e to support edge masking (#4001) @seunghwak
• Sampling Performance Testing (#3584) @alexbarghi-nv

🛠️ Improvements

• Adds option to rapids_cpm_find for raft to disable hnswlib feature, adds updates for pytest 8 compat, temporarily skips IO intensive test in CI (#4121) @rlratzel
• Adds benchmarks for additional nx-cugraph 24.02 algos (#4112) @rlratzel
• nx-cugraph: use coverage to ensure all algorithms were run (#4108) @eriknw
• nx-cugraph: rename plc= to _plc= (#4106) @eriknw
• nx-cugraph: add complement and reverse (#4103) @eriknw
• nx-cugraph: add core_number (undirected graphs only) (#4100) @eriknw
• nx-cugraph: add is_tree, etc. (#4097) @eriknw
• Optimize the drop-duplicate functionality (#4095) @jnke2016
• nx-cugraph: add triangles and clustering algorithms (#4093) @eriknw
• nx-cugraph: PLC now handles isolated nodes; clean up our workarounds (#4092) @eriknw
• Remove usages of rapids-env-update (#4090) @KyleFromNVIDIA
• Provide explicit pool sizes and avoid RMM detail APIs (#4086) @harrism
• refactor CUDA versions in dependencies.yaml (#4084) @jameslamb
• build wheels for cugraph-dgl and cugraph-pyg (#4075) @tingyu66
• Match weight-sharing option of GATConv in DGL (#4074) @tingyu66
• nx-cugraph: add weakly connected components (#4071) @eriknw
• nx-cugraph: indicate which plc algorithms are used and version_added (#4069) @eriknw
• Adds nx-cugraph benchmarks for 23.12 algos (SSSP, pagerank, hits, katz_centrality, degree_centrality, eigenvector_centrality) (#4065) @rlratzel
• nx-cugraph: add to_undirected method; add reciprocity algorithms (#4063) @eriknw
• Switch to scikit-build-core (#4053) @vyasr
• Update to CCCL 2.2.0. (#4052) @bdice
• Prevent actions/labeler from adding Label Checker labels (#4048) @ajschmidt8
• Update dependencies.yaml to new pip index (#4045) @vyasr
• Remove checks for Pascal, no longer supported (#4044) @ChuckHastings
• Fix HITS convergence error. (#4043) @seunghwak
• Test select_random_vertices for all possible values of flags (#4042) @naimnv
• Remove CUGRAPH_BUILD_WHEELS and standardize Python builds (#4041) @vyasr
• Create cugraph-equivariant package (#4036) @tingyu66
• [FEA]: Add DASK edgelist and graph support to the Dataset API (#4035) @huiyuxie
• Add support for Louvain to MTMG (#4033) @ChuckHastings
• Clean up self-loop and multi-edge removal logic (#4032) @ChuckHastings
• Mtmg updates for rmm (#4031) @ChuckHastings
• nx-cugraph: adds ancestors, descendants, and BFS algos (#4029) @eriknw
• nx-cugraph: update usage of nodes_or_number for nx compat (#4028) @eriknw
• Removes unsupported setup.py calls, cleans up text (#4024) @rlratzel
• Resolves conflicts from forward-merging branch-23.12 into branch-24.02 (#4020) @rlratzel
• Add HeteroGATConv to cugraph-pyg (#3914) @tingyu66
• Update for CCCL 2.x (#3862) @seunghwak

v23.12.00

🚨 Breaking Changes

• [BUG] Restore the original default order of CSR, which does not reverse edges in cuGraph-PyG (#3980) @alexbarghi-nv
• Resultset and Dataset Refactors (#3957) @nv-rliu
• Moves more MG graph ETL to libcugraph and re-enables MG tests in CI (#3941) @jnke2016

🐛 Bug Fixes

• Pin actions/labeler to v4 (#4038) @raydouglass
• Find rmm before cuco (#4011) @vyasr
• Pin to minor versions of packages outside the cuGraph repository. (#4004) @bdice
• Move MTMG_TEST to MG tests block (#3993) @naimnv
• Fix Leiden refinement phase (#3990) @naimnv
• [BUG] Fix Graph Construction From Pandas in cuGraph-PyG (#3985) @alexbarghi-nv
• [BUG] Restore the original default order of CSR, which does not reverse edges in cuGraph-PyG (#3980) @alexbarghi-nv
• Fix eigenvector testing and HITS testing discrepancies (#3979) @ChuckHastings
• [BUG] Fix Incorrect Edge Index, Directory Selection in cuGraph-PyG Loader (#3978) @alexbarghi-nv
• [BUG] Check if Dask has quit to avoid throwing an exception and triggering a segfault on ddp exit (#3961) @alexbarghi-nv
• nx-cugraph: xfail test_louvain.py:test_threshold in Python 3.9 (#3944) @eriknw

📖 Documentation

• [DOC]: Fix invalid links and add materials to notebooks (#4002) @huiyuxie
• Update Broken Links in README.md (#3924) @nv-rliu

🚀 New Features

• Implement the transform_e primitive (to update property values for all edges) (#3917) @seunghwak
• Update the neighbor intersection primitive to support edge masking. (#3550) @seunghwak

🛠️ Improvements

• Correct defect found in DLFW testing (#4021) @ChuckHastings
• nx-cugraph README update: adds missing connected_components algo to table (#4019) @rlratzel
• Build concurrency for nightly and merge triggers (#4009) @bdice
• Support drop_last Argument in cuGraph-PyG Loader (#3995) @alexbarghi-nv
• Adds update-version.sh support for recently added files containing RAPIDS versions (#3994) @rlratzel
• Use new rapids-dask-dependency metapackage for managing dask versions (#3991) @galipremsagar
• Fixes to nx-cugraph README: fixes typos, updates link to NX backend docs (#3989) @rlratzel
• Address FIXMEs (#3988) @seunghwak
• Updates README file to include nx-cugraph user documentation, adds nx-cugraph to main README (#3984) @rlratzel
• Update C API graph creation function signatures (#3982) @ChuckHastings
• [REVIEW]Optimize cugraph-DGL csc codepath (#3977) @VibhuJawa
• nx-cugraph: add SSSP (unweighted) (#3976) @eriknw
• CuGraph compatibility fixes (#3973) @brandon-b-miller
• Skip certain cugraph-pyg tests when torch-sparse is not available (#3970) @tingyu66
• nx-cugraph: add eigenvector_centrality, katz_centrality, hits, pagerank (#3968) @eriknw
• Cut peak memory footprint in graph creation (#3966) @seunghwak
• nx-cugraph: add CC for undirected graphs to fix k-truss (#3965) @eriknw
• Skip certain cugraph-pyg tests when torch_sparse is not available (#3962) @tingyu66
• Resultset and Dataset Refactors (#3957) @nv-rliu
• Download xml docs artifact through CloudFront endpoint (#3955) @AyodeAwe
• Add many graph generators to nx-cugraph (#3954) @eriknw
• Unpin dask and distributed for 23.12 development (#3953) @galipremsagar
• Errors compiling for DLFW on CUDA 12.3 (#3952) @ChuckHastings
• nx-cugraph: add k_truss and degree centralities (#3945) @eriknw
• nx-cugraph: handle seed argument in edge_betweenness_centrality (#3943) @eriknw
• Moves more MG graph ETL to libcugraph and re-enables MG tests in CI (#3941) @jnke2016
• Temporarily disable mg testing (#3940) @jnke2016
• adding C/C++ API docs (#3938) @BradReesWork
• Add multigraph support to nx-cugraph (#3934) @eriknw
• Setup Consistent Nightly Versions for Pip and Conda (#3933) @divyegala
• MTMG multi node (#3932) @ChuckHastings
• Use branch-23.12 workflows. (#3928) @bdice
• Fix an issue occurring in the cuGraph-DGL example for "mixed" mode. (#3927) @drivanov
• Updating Docs (#3923) @BradReesWork
• Forward-merge branch-23.10 to branch-23.12 (#3919) @nv-rliu
• new build all option (#3916) @BradReesWork
• Silence spurious compiler warnings (#3913) @seunghwak
• Link wholegrah and cugraphops XML docs (#3906) @AyodeAwe
• Updates to 23.12 (#3905) @raydouglass
• Forward-merge branch-23.10 to branch-23.12 (#3904) @GPUtester
• Build CUDA 12.0 ARM conda packages. (#3903) @bdice
• Merge branch-23.10 into branch-23.12 (#3898) @rlratzel
• Some MTMG code cleanup and small optimizations (#3894) @ChuckHastings
• Enable parallel mode (#3875) @jnke2016
• Adds benchmarks for nx-cugraph (#3854) @rlratzel
• Add nx-cugraph notebook for showing accelerated networkX APIs (#3830) @betochimas

v23.10.00

🚨 Breaking Changes

• Rename cugraph-nx to nx-cugraph (#3840) @eriknw
• Remove legacy betweenness centrality (#3829) @jnke2016
• Remove Deprecated Sampling Options (#3816) @alexbarghi-nv
• cuGraph-PyG Loader Improvements (#3795) @alexbarghi-nv
• Expose threshold in louvain (#3792) @ChuckHastings
• Fix ValueError Caused By Batches With No Samples (#3789) @alexbarghi-nv
• Update to Cython 3.0.0 (#3716) @vyasr

🐛 Bug Fixes

• Add wget to test_notebook dependencies (#3918) @raydouglass
• Increase dask-related timeouts for CI testing (#3907) @jnke2016
• Remove dask_cudf dataframe for the _make_plc_graph while creating cugraph.Graph (#3895) @VibhuJawa
• Adds logic to handle isolated vertices at python layer (#3886) @naimnv
• Update Allocator Selection in cuGraph-DGL Example (#3877) @alexbarghi-nv
• Add file to update-version.sh (#3870) @raydouglass
• Fix torch seed in cugraph-dgl and -pyg tests for conv layers (#3869) @tingyu66
• MFG C++ code bug fix (#3865) @seunghwak
• Fix subtle memory leak in nbr_intersection primitive (#3858) @ChuckHastings
• Uses conda mambabuild rather than mamba mambabuild (#3853) @rlratzel
• Remove the assumption made on the client data's keys (#3835) @jnke2016
• Disable mg tests (#3833) @naimnv
• Refactor python code for similarity algos to use latest CAPI (#3828) @naimnv
• [BUG] Fix Batch Renumbering of Empty Batches (#3823) @alexbarghi-nv
• Temporarily disable the deletion of the dask dataframe (#3814) @jnke2016
• Fix OD shortest distance matrix computation test failures. (#3813) @seunghwak
• Use rapidsai/ci:cuda11.8.0-ubuntu22.04-py3.10 for docs build (#3811) @naimnv
• Fix ValueError Caused By Batches With No Samples (#3789) @alexbarghi-nv
• Update python_run_cugraph in dependencies.yaml (#3781) @nv-rliu
• Fixes KeyError for get_two_hop_neighbors when called with a small start vertices list (#3778) @rlratzel

📖 Documentation

• Update the docstrings of the similarity algorithms (#3817) @jnke2016

🚀 New Features

• WholeGraph Feature Store for cuGraph-PyG and cuGraph-DGL (#3874) @alexbarghi-nv
• similarity notebook to compare link prediction algos (#3868) @acostadon
• adding dining preference dataset (#3866) @acostadon
• Integrate C++ Renumbering and Compression (#3841) @alexbarghi-nv
• Sampling post processing functions to accelerate MFG creation. (#3815) @seunghwak
• [REVIEW] Add Pure DGL Dataloading benchmark (#3660) @VibhuJawa

🛠️ Improvements

• nx-cugraph: handle louvain with isolated nodes (#3897) @eriknw
• Pin dask and distributed for 23.10 release (#3896) @galipremsagar
• Updates the source build docs to include libcugraphops as a build prerequisite (#3893) @rlratzel
• fixes force atlas to allow string as vertex names (#3891) @acostadon
• Integrate renumbering and compression to cugraph-dgl to accelerate MFG creation (#3887) @tingyu66
• Enable weights for MG similarity algorithms (#3879) @jnke2016
• cuGraph-PyG MFG Creation and Conversion (#3873) @alexbarghi-nv
• Update image names (#3867) @AyodeAwe
• Update to clang 16.0.6. (#3859) @bdice
• Updates to build and test nx-cugraph wheel as part of CI and nightly workflows (#3852) @rlratzel
• Update cugraph-dgl conv layers to use improved graph class (#3849) @tingyu66
• Add entry point to tell NetworkX about nx-cugraph without importing it. (#3848) @eriknw
• [IMP] Add ability to get batch size from the loader in cuGraph-PyG (#3846) @alexbarghi-nv
• Refactor legacy k truss (#3843) @jnke2016
• Use new raft::compiled_static targets (#3842) @divyegala
• Rename cugraph-nx to nx-cugraph (#3840) @eriknw
• Add cuGraph devcontainers (#3838) @trxcllnt
• Enable temporarily disabled MG tests (#3837) @naimnv
• Remove legacy betweenness centrality (#3829) @jnke2016
• Use copy-pr-bot (#3827) @ajschmidt8
• Update README.md (#3826) @lmeyerov
• Adding metadata getter methods to datasets API (#3821) @nv-rliu
• Unpin dask and distributed for 23.10 development (#3818) @galipremsagar
• Remove Deprecated Sampling Options (#3816) @alexbarghi-nv
• [REVIEW] Cugraph dgl block improvements (#3810) @VibhuJawa
• Simplify wheel build scripts and allow alphas of RAPIDS dependencies (#3809) @vyasr
• Allow cugraph-nx to run networkx tests for nx versions 3.0, 3.1, and 3.2 (#3808) @eriknw
• Add louvain_communities to cugraph-nx (#3803) @eriknw
• Adds missing copyright and license text to init.py package files (#3799) @rlratzel
• cuGraph-PyG Loader Improvements (#3795) @alexbarghi-nv
• Adds updates to build wheel and conda packages for cugraph-nx (#3793) @rlratzel
• Expose threshold in louvain (#3792) @ChuckHastings
• Allow models to use a lightweight sparse structure (#3782) @tingyu66
• Clean-up old testing conventions in test_ecg.py (#3779) @nv-rliu
• Calling dataset.get_edgelist() returns a copy of an edge list instead of global (#3777) @nv-rliu
• Update dgl benchmarks (#3775) @VibhuJawa
• Forward-merge branch-23.08 to branch-23.10 (#3774) @nv-rliu
• Migrate upstream models to cugraph-pyg (#3763) @tingyu66
• Branch 23.10 merge 23.08 (#3743) @vyasr
• Update to Cython 3.0.0 (#3716) @vyasr
• Testing util improvements and refactoring (#3705) @betochimas
• Add new cugraph-nx package (networkx backend using pylibcugraph) (#3614) @eriknw
• New mtmg API for integration (#3521) @ChuckHastings