alibaba / alibaba/GraphScope

A community detection algorithm: Leiden with `PIE` model

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Description

Implement a community detection algorithm: Leiden with PIE model.

Paper: https://arxiv.org/abs/1810.08473

Reference implementation:
- https://cdlib.readthedocs.io/en/latest/reference/cd_algorithms/algs/cdlib.algorithms.leiden.html#cdlib.algorithms.leiden
- https://github.com/vtraag/leidenalg

Contributor guide

Open the contributing guide

Research direction

Start by reading the linked paper and the CDlib and leidenalg reference implementations; the issue names no repository files, entry points, or tests. Determine where community-detection algorithms are integrated, then implement Leiden with the PIE model and add or run coverage demonstrating the algorithm works.

Written by the indexing model from the issue text.

Assessment

Tech stack
cpp
Domain
data
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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