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cuGraph - RAPIDS Graph Analytics Library

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Unlike cuGraph-DGL, cuGraph-PyG currently lacks support for using the native PyG interface for feature management. Instead, users have to construct and pass a cuGraph `FeatureStore` object, which exposes implementation details...

feature request

Currently, the bulk sampler naively divides output batches across _N_ files based on the `batches_per_partition` parameter. But this nearly always results in uneven batch distribution, which is theoretically acceptable, but...

bug

Currently, we use Dask to manage MNMG processing throughout RAPIDS/cuGraph, but this causes some issues when integrating with PyTorch DDP workflows. The biggest issue is that RMM pools can't be...

feature request

This PR will update all the remaining primitives to support edge masking. This PR pulls updates from https://github.com/rapidsai/cugraph/pull/4126 and better be reviewed/merged after PR https://github.com/rapidsai/cugraph/pull/4126.

feature request
DO NOT MERGE
non-breaking
cuGraph
CMake

### Is this a new feature, an improvement, or a change to existing functionality? New Feature ### How would you describe the priority of this feature request Critical (currently preventing...

bug

### Is this a new feature, an improvement, or a change to existing functionality? New Feature ### How would you describe the priority of this feature request Critical (currently preventing...

feature request

### Is this a new feature, an improvement, or a change to existing functionality? Improvement ### How would you describe the priority of this feature request Medium ### Please provide...

feature request
improvement
python

The local `copyright.py` script is bug-prone. Replace it with a more robust centralized script from `pre-commit-hooks`.

improvement
non-breaking
python
ci

### Version 24.04 ### Which installation method(s) does this occur on? Source ### Describe the bug. This bug was discovered while looking at the failing test: `test_degree_centrality_mg.py`. This test compares...

bug
breaking