A community detection algorithm: Leiden with `PIE` model
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component:gae
enhancement
warmup
- Dominant language
- C++
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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
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