cugraph
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rapidsai
cuGraph - RAPIDS Graph Analytics Library
**Describe the solution you'd like and any additional context** To avoid badly connected communities, we would like to implement Leiden method. To way it is done - 1. Find partition...
The multi-gpu pagerank notebook in community seems to be growing beyond 2x 32gb gpus Update and sync community notebook with the copy/version in cugraph. notebooks/demo/mg_pagerank.ipynb do we want to support...
Please provide bullet point list of major user facing changes to Sophie Watson by the end of **burn down**
## ❄️ Code freeze for `branch-22.08` and v22.08 release ### What does this mean? Only critical/hotfix level issues should be merged into `branch-22.08` until release (merging of this PR). ###...
This PR fixes https://github.com/rapidsai/cugraph/issues/2520 **Speedup Details** We see a 2.6x speedup , ranging from 0.8x to 10x. **Benchmarking Gist:** Benchmark Link: https://gist.github.com/VibhuJawa/38da2f151141c0582a0532a364458602 **Benchmarking Table:** | dataset | fanout | seednodes...
**Describe the bug** When we pass `is_edge_ids=True` we dont seem to do anything with it in the ` uniform_neighbor_sample` function (see below). We should triage this and fix it accordingly....
Remove legacy C/C++ code for Random walks. This should include the legacy C API implementation as well as the legacy C++ implementation. Blocked by https://github.com/rapidsai/cugraph/issues/2560
Remove old python implementation of Random Walks. Blocked by https://github.com/rapidsai/cugraph/issues/2558 for implementation
Implement python tests for MG Random Walks. Should include tests where random walks cross GPU boundaries. Should include tests for uniform, biased and node2vec walks are computed.
Modify the python Random Walks calls to use the new PLC version of Random Walks. Add MNMG support. API definition in https://github.com/rapidsai/cugraph/issues/2552 blocks starting this work Implementation in https://github.com/rapidsai/cugraph/issues/2555 blocks...