Network generation models planned for implementation
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Good first issue
Network Generation
Rust Core
- Dominant language
- Rust
- Stars
- 642
- Forks
- 70
- Avg merge
- 2d 13h
- Merged PRs (30d)
- 21
Description
Currently Raphtory has some basic model generation in the graph gen module. There are, however, several other models which it would be good to include.
A non exhaustive list of these currently under consideration:
- Tie decay network
- Random geometric graph
- Configuration model
- Stochastic block model
- Erdos-Renyi
- Small-World model
Automatic null model generation from Raphtory graphs is also being working on within #944
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start with the existing graph gen module and review the models already supported there. Compare the proposed tie decay, random geometric, configuration, stochastic block, Erdos-Renyi, and small-world models, while checking the related work in #944. The issue needs a selected model and defined acceptance criteria before completion can be measured.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- rust
- Domain
- data, databases
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100