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cuGraph - RAPIDS Graph Analytics Library

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### Version 24.04 (in development) ### Which installation method(s) does this occur on? _No response_ ### Describe the bug. Currently `CAPI_LEGACY_SPECTRAL_TEST` fails on CUDA 12.2 Based on discussion this appears...

bug

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

feature request

Python APIs that have been deprecated since 23.12 or earlier should now be removed. ```[tasklist] ### Tasks - [x] APIs and tests in `cugraph` - [x] APIs and tests in...

Story

Jaccard now supports weighted edges. Need a notebook to replace or add to existing notebook to demonstrate it. Possible using the dining tables dataset. notebooks/algorithms/link_prediction/Jaccard-Similarity.ipynb python/cugraph/cugraph/datasets/metadata/dining_prefs.yaml Might need to add...

feature request
non-breaking

This PR starts to address updating cuGraph docs to reflect recent blogs and work on nx_cugraph as a backend for NetworkX

doc
non-breaking

Downstream consumers of static built versions of RAPIDS C++ projects have encountered runtime issues due to multiple instances of the same kernel existing in different DSOs. To resolve this issue...

bug
non-breaking
cuGraph

### 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

Once https://github.com/networkx/networkx/pull/7257 is merged, nx-cugraph should add support for `should_run`. This API should return `True` for most cases, but `False` for calls where the user would be better off withe...

Story
nx-cugraph

### How would you describe the priority of this documentation request High ### Please provide a link or source to the relevant docs https://docs.rapids.ai/api/cugraph/nightly/basics/nx_transition/ ### Describe the problems in the...

doc
Story
nx-cugraph

We are currently unable to have multiple workers access a cuGraph Graph in parallel, such as in a distributed training workflow with PyTorch, because cuGraph comms (really RAFT comms) can't...

bug