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cuGraph - RAPIDS Graph Analytics Library

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C++ unit tests don't currently require all of the test data that is currently downloaded. Added a new file in s3 that contains the files used for C++ unit tests.

improvement
non-breaking
ci
datasets

This PR implements heterogeneous renumbering for GNN. In addition, * Update the existing (homogeneous) sampling post processing function test file extension from .cu to .cpp. * Remove the unused `renumber_sampled_edgelist`...

feature request
breaking
cuGraph
CMake

Create a non detail primitive that iterates over each input vertex pair and returns the common destination neighbor list pair in a CSR-like format. closes #3475

cuGraph

### What is your question? In the graph coarsening phase of multi-GPU Louvain in cuGraph, how does cuGraph place the graph data? Is it: 1. Gathering the whole graph data...

question

Closes https://github.com/rapidsai/graph_dl/issues/596 This PR adds scripts written by @rlratzel to generate benchmarking numbers for `nx-cugraph`

improvement
non-breaking
benchmarks

### What is your question? Hello @benfred @akasper @mattf, I am trying to run leiden clustering on ~40 M cells. During the run I see the GPU is idle in...

question

Adds support for buffered sampling, and supports in-memory sampling as a form of buffered sampling. Also separates the sample readers and sample writers into their own files to make the...

feature request
breaking
python

This is an alternative approach to #4558 for enabling GPU-accelerated NetworkX to "just work". It has similarities to #4558. I opted to make separate classes such as `ZeroGraph`, which I...

improvement
non-breaking
python
ci
conda
nx-cugraph

This PR removes the NumPy

improvement
non-breaking
python
conda