[NIGHTLY] v24.10.00

🔗 Links

• Development Branch
• Compare with main branch

🚨 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

• Drops duplicate edges in non-MultiGraph PLC SGGraph instances (#4658) @rlratzel
• 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

• Recommending miniforge for conda install (#4650) @mmccarty

🚀 New Features

• Heterogeneous renumbering implementation (#4602) @seunghwak
• [FEA] Biased Sampling in cuGraph-PyG (#4586) @alexbarghi-nv
• [FEA] DGL Examples (#4583) @alexbarghi-nv

🛠️ Improvements

• Use CI workflow branch 'branch-24.10' again (#4654) @jameslamb
• Update flake8 to 7.1.1. (#4652) @bdice
• 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
• 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
• 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