DGL Files

Highlights

• torch 2.3.1 is supported. The supported torch versions range from 2.1 to 2.3.
• numpy 2.0.0 is not fully supported/compatible. We add a dependency requirement of numpy which should be <2.0.0. We'll remove such limitation in near future.
• ItemSetDict has been replaced by HeteroItemSet. Please use the new class though we add an alias for deprecated one.
• Incremental GPU graph caching has been added to GraphBolt in [#7470], [#7475], [#7483]. An example use is shown in [#7482].
• exclude_edges is enabled for distributed DGL.
• From now on, we stop providing built packages for Windows and Mac. Please build and install from source code on your own.

Bug Fixes

• [DistDGL] enable exclude edges sample_neighbors() by @Rhett-Ying in https://github.com/dmlc/dgl/pull/7425
• [DistDGL] enable exclude_edges for sample_etype_neighbors() by @Rhett-Ying in https://github.com/dmlc/dgl/pull/7427
• [DistDGL] fix device mismatch when calling all_to_all with gloo backend by @Rhett-Ying in https://github.com/dmlc/dgl/pull/7409
• [GraphBolt][CUDA] GPUCachedFeature update fix. by @mfbalin in https://github.com/dmlc/dgl/pull/7384
• [GraphBolt][CUDA] Make dataloader pickleable. by @mfbalin in https://github.com/dmlc/dgl/pull/7391
• [graphbolt] skip non-existent types in input_nodes by @Rhett-Ying in https://github.com/dmlc/dgl/pull/7386
• [DistPart] Fix corner case in dist partition which always led to an assertion error being triggered. by @thvasilo in https://github.com/dmlc/dgl/pull/7395
• [GraphBolt] Fix blocks in minibatch when facing with empty edges in subgraph. by @yxy235 in https://github.com/dmlc/dgl/pull/7413
• [Feature] Add check for NNZ in COOToCSR by @Skeleton003 in https://github.com/dmlc/dgl/pull/7459

New Examples

• [GraphBolt] Labor (Layer-Neighbor Sampling) example by @mfbalin in https://github.com/dmlc/dgl/pull/7437

New Contributors

• @vmiheer made their first contribution in https://github.com/dmlc/dgl/pull/7447
• @az15240 made their first contribution in https://github.com/dmlc/dgl/pull/7465

Full Changelog: https://github.com/dmlc/dgl/compare/v2.2.1...v2.3.0