https://github.com/EtymoIO/EvolvingGraphs.jl
Working with time-dependent networks in Julia
Science Score: 10.0%
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Low similarity (8.8%) to scientific vocabulary
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Repository
Working with time-dependent networks in Julia
Basic Info
- Host: GitHub
- Owner: EtymoIO
- License: other
- Language: Julia
- Default Branch: master
- Homepage: https://etymoio.github.io/EvolvingGraphs.jl/latest/
- Size: 6.41 MB
Statistics
- Stars: 52
- Watchers: 7
- Forks: 11
- Open Issues: 10
- Releases: 0
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Metadata Files
README.md
EvolvingGraphs
Working with time-dependent networks in Julia
- Installation:
julia
Pkg.add("EvolvingGraphs")
Get Started
We model a time-dependent network, a.k.a an evolving graph, as a ordered sequence of static graphs such that each static graph represents the interaction between nodes at a specific time stamp. The figure below shows an evolving graph with 3 timestamps.
Using EvolvingGraphs, we could simply construct this graph by using the function
add_bunch_of_edges!, which adds a list of edges all together.
```julia julia> using EvolvingGraphs
julia> g = EvolvingGraph() Directed EvolvingGraph 0 nodes, 0 static edges, 0 timestamps
julia> addbunchof_edges!(g, [(1,2,1),(1,3,2),(2,3,3)]) Directed EvolvingGraph 3 nodes, 3 static edges, 3 timestamps
julia> edges(g) 3-element Array{EvolvingGraphs.WeightedTimeEdge{EvolvingGraphs.Node{Int64},Int64,Float64},1}: Node(1)-1.0->Node(2) at time 1 Node(1)-1.0->Node(3) at time 2 Node(2)-1.0->Node(3) at time 3 ```
Now you've created your first evolving graph! Congrats!
To learn more about evolving graphs and why they are useful, please have a look at our tutorial.
References
Owner
- Name: Etymo
- Login: EtymoIO
- Kind: organization
- Email: info@etymo.io
- Location: UK
- Website: https://etymo.io
- Repositories: 2
- Profile: https://github.com/EtymoIO
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Last synced: 10 months ago
Top Committers
| Name | Commits | |
|---|---|---|
| Weijian Zhang | w****z@h****m | 368 |
| weijian | z****1@g****m | 43 |
| mbesancon | m****n@g****m | 15 |
| Weijian Zhang | w****n@e****o | 10 |
| Alexander Morley | a****y@u****k | 8 |
| Tony Kelman | t****y@k****t | 2 |
| Jiahao Chen | j****o@m****u | 1 |
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Last synced: 9 months ago
All Time
- Total issues: 18
- Total pull requests: 6
- Average time to close issues: about 1 year
- Average time to close pull requests: 3 days
- Total issue authors: 9
- Total pull request authors: 5
- Average comments per issue: 2.11
- Average comments per pull request: 3.17
- Merged pull requests: 6
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- Bot pull requests: 0
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- Pull requests: 0
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- Average time to close pull requests: N/A
- Issue authors: 0
- Pull request authors: 0
- Average comments per issue: 0
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- weijianzhg (7)
- matbesancon (3)
- sbromberger (2)
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- ravitomar7 (1)
- jpfairbanks (1)
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- tkelman (2)
- jiahao (1)
- alexmorley (1)
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- matbesancon (1)
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Dependencies
- Requires *
- julia 0.6
- LightGraphs 0.12