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JuliaGraphs

31 indexed repositories · View on GitHub

Graphs.jl
An optimized graphs package for the Julia programming language

Julia · 538 stars
GraphNeuralNetworks.jl
Graph Neural Networks in Julia

Julia · 308 stars
GraphPlot.jl
Graph visualization for Julia.

Julia · 213 stars
MultilayerGraphs.jl
A Julia package for the creation, manipulation and analysis of the structure, dynamics and functions of multilayer graphs.

Julia · 133 stars
MatrixNetworks.jl
Graph and Network algorithms in Julia

Julia · 110 stars
NetworkLayout.jl
Layout algorithms for graphs and trees in pure Julia.

Julia · 109 stars
JuliaGraphsTutorials
Tutorials in the form of Jupyter notebooks for the JuliaGraphs ecosystem

Jupyter Notebook · 103 stars
MetaGraphsNext.jl
A package for graphs with vertex labels and metadata in Julia

Julia · 93 stars
MetaGraphs.jl
Graph data structures with multiple heterogeneous metadata for Graphs.jl.

Julia · 70 stars
GraphViz.jl
Julia Binding to the GraphViz library

Julia · 69 stars
GraphIO.jl
Graph IO functionality for various formats.

Julia · 62 stars
SimpleWeightedGraphs.jl
Edge-weighted graphs compatible with Graphs.jl

Julia · 41 stars
GraphDataFrameBridge.jl
Tools for interoperability between DataFrame objects and LightGraphs and MetaGraphs objects

Julia · 31 stars
NautyGraphs.jl
Julia interface to the graph isomorphism tool nauty

Julia · 22 stars
GraphsOptim.jl
A package for graph optimization algorithms that rely on mathematical programming.

Julia · 22 stars
GraphsMatching.jl
Matching algorithms for Graphs.jl

Julia · 20 stars
VegaGraphs.jl
Create beatiful and interactive visualizations for graphs using Vega-Lite

Jupyter Notebook · 16 stars
CommunityDetection.jl
Community Detection algorithms for LightGraphs

Julia · 14 stars
IGraphs.jl

Julia · 12 stars
GraphsBase.jl
Basic interface and structures for the JuliaGraphs ecosystem

Julia · 11 stars
11 more repositories live on View on GitHub

Beginner friendly Everything

Open All

GCNConv fails to compile with Reactant - MethodError Open

Difficulty 3/5 1-2 days Newbie friendliness 68/100

JuliaGraphs/GraphNeuralNetworks.jl#710 · Opened Sep 17, 2026
TagBot: Manual intervention needed for releases Open

tagbot-manual

Difficulty 1/5 Under an hour Newbie friendliness 84/100

JuliaGraphs/GraphViz.jl#59 · Opened Sep 7, 2026
Efficient iteration over connected subgraphs, spanning trees, and more Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

JuliaGraphs/Graphs.jl#521 · Opened Aug 13, 2026
Mooncake on CUDA issue tracker Open

Difficulty 4/5 3-5 days Newbie friendliness 45/100

JuliaGraphs/GraphNeuralNetworks.jl#702 · 1 comment · Opened Jul 30, 2026
Guidance on how to best implement labeled graphs in this library Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

JuliaGraphs/GraphIO.jl#82 · Opened Jun 26, 2026
Differentiating across `add_edges` causes Zygote to segfault Open

Difficulty 4/5 3-5 days Newbie friendliness 48/100

JuliaGraphs/GraphNeuralNetworks.jl#671 · Opened May 5, 2026
Proposal: Add comprehensive Link Prediction tutorial to documentation. Open

Difficulty 4/5 3-5 days Newbie friendliness 48/100

JuliaGraphs/GraphNeuralNetworks.jl#669 · Opened Apr 28, 2026
Test against Enzyme / Reactant? Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

JuliaGraphs/GraphNeuralNetworks.jl#655 · 7 comments · Opened Mar 25, 2026
Hashing and equality of `SimpleGraphs.SimpleEdgeIter` Open

Difficulty 5/5 Over a week Newbie friendliness 42/100

JuliaGraphs/Graphs.jl#504 · 4 comments · Opened Mar 23, 2026
Deprecated CycleGraph usage needs removing. Open

Difficulty 1/5 Under an hour Newbie friendliness 55/100

JuliaGraphs/Graphs.jl#498 · 1 comment · Opened Feb 23, 2026
Squash implementation missing Open

Difficulty 3/5 1-2 days Newbie friendliness 42/100

JuliaGraphs/Graphs.jl#497 · 1 comment · Opened Feb 23, 2026
check compatibility with Mooncake on CPU Open

good first issue

Difficulty 5/5 Over a week Newbie friendliness 25/100

JuliaGraphs/GraphNeuralNetworks.jl#640 · 8 comments · 1 reaction · Opened Feb 21, 2026
TagBot: Manual intervention needed for releases Open

tagbot-manual

Difficulty 2/5 1-3 hours Newbie friendliness 45/100

JuliaGraphs/MetaGraphs.jl#60 · Opened Jan 29, 2026
GATConv doesn't work on hetero graphs with empty edge arrays or during backpropagation Open

Difficulty 4/5 3-5 days Newbie friendliness 45/100

JuliaGraphs/GraphNeuralNetworks.jl#637 · 1 comment · Opened Jan 18, 2026
Use DocumenterCitations in the docs Open

good first issue

Difficulty 3/5 1-2 days Newbie friendliness 35/100

JuliaGraphs/Graphs.jl#483 · 3 comments · Opened Dec 24, 2025
[BUG] `enumerate_paths` does not give all paths Open

bug

Difficulty 3/5 1-2 days Newbie friendliness 72/100

JuliaGraphs/Graphs.jl#478 · 7 comments · Opened Dec 14, 2025
Proposal: Add new random social-network generator Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

JuliaGraphs/Graphs.jl#475 · 1 comment · Opened Nov 28, 2025
GraphsFlows.jl is unreachable from docs Open

Difficulty 2/5 1-3 hours Newbie friendliness 42/100

JuliaGraphs/Graphs.jl#470 · 1 comment · Opened Nov 1, 2025
About section on GitHub still mentions LightGraphs.jl Open

Difficulty 1/5 Under an hour Newbie friendliness 72/100

JuliaGraphs/CommunityDetection.jl#15 · Opened Nov 1, 2025
Performance discrepancy for (Weighted) DiGraphs when using weakly_connected_components() function Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

JuliaGraphs/Graphs.jl#465 · 3 comments · Opened Oct 23, 2025
should the FVS number be separated into an undirected and a directed version to prevent ambiguity? Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

JuliaGraphs/GraphProperties.jl#25 · Opened Oct 12, 2025
Support of copy constructors? Open

Difficulty 5/5 Over a week Newbie friendliness 30/100

JuliaGraphs/MetaGraphsNext.jl#96 · 4 comments · Opened Oct 11, 2025
feature: add logical connectives Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

JuliaGraphs/GraphProperties.jl#22 · 1 comment · Opened Oct 10, 2025
split into multiple packages Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

JuliaGraphs/GraphProperties.jl#20 · Opened Oct 9, 2025
store the complete data as JSON, to make it useful for other programming languages, too? Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

JuliaGraphs/GraphProperties.jl#19 · Opened Oct 9, 2025
interoperability with ISGCI, HOPS, FindStat, Wikidata Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

JuliaGraphs/GraphProperties.jl#18 · Opened Oct 9, 2025
feature: biclique-free graphs Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

JuliaGraphs/GraphProperties.jl#13 · 2 comments · Opened Oct 8, 2025
support weighted graphs? Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

JuliaGraphs/GraphProperties.jl#8 · 3 comments · Opened Oct 7, 2025
README.md: include a Hasse diagram of some of the graph families Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

JuliaGraphs/GraphProperties.jl#7 · 1 comment · Opened Oct 7, 2025
suggestions for incorporating this in the Graphs.jl ecosystem Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

JuliaGraphs/GraphsColoring.jl#3 · 5 comments · Opened Sep 18, 2025
active / stalled / archived packages Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

JuliaGraphs/JuliaGraphs-meta#17 · Opened Aug 28, 2025
add standard Github CI, as seen in Graphs.jl Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

JuliaGraphs/GraphDataFrameBridge.jl#25 · Opened Aug 28, 2025
run compat helper to let people install this package on recent environments Open

Difficulty 3/5 1-2 days Newbie friendliness 45/100

JuliaGraphs/VegaGraphs.jl#32 · Opened Aug 28, 2025
use GraphsInterfaceChecker.jl in the test suite Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

JuliaGraphs/VNGraphs.jl#3 · Opened Jul 25, 2025
use GraphsInterfaceChecker.jl in the test suite Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

JuliaGraphs/LEMONGraphs.jl#2 · Opened Jul 25, 2025
use GraphsInterfaceChecker.jl in the test suite Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

JuliaGraphs/IGraphs.jl#12 · Opened Jul 25, 2025
A reliable idiomatic wrapper for networkx [$400] Open

bounty bounty:400

JuliaGraphs/Graphs.jl#449 · 33 comments · 3 reactions · 1 assignee · Opened Jul 24, 2025
A reliable idiomatic wrapper for the C library `very_nauty` [$400] Open

bounty bounty:400

Difficulty 5/5 Over a week Newbie friendliness 25/100

JuliaGraphs/Graphs.jl#448 · 16 comments · 1 reaction · Opened Jul 24, 2025
A reliable idiomatic wrapper for the C++ library `LEMON` [$400] Open

bounty bounty:400 bounty:reserved

JuliaGraphs/Graphs.jl#447 · 20 comments · 2 reactions · 1 assignee · Opened Jul 24, 2025
A reliable idiomatic wrapper for the C library `igraphs` [$400] Open

bounty bounty:400

Difficulty 5/5 Over a week Newbie friendliness 25/100

JuliaGraphs/Graphs.jl#446 · 20 comments · 1 reaction · Opened Jul 24, 2025
Is Enzyme.jl compatible at all? Open

Difficulty 3/5 1-2 days Newbie friendliness 42/100

JuliaGraphs/GraphNeuralNetworks.jl#609 · 3 comments · Opened Jul 15, 2025
some JuMP solvers are noisy even when configured to their most quiet level Open

Difficulty 3/5 1-2 days Newbie friendliness 45/100

JuliaGraphs/GraphsMatching.jl#25 · Opened Jul 14, 2025
[BUG] different JuMP optimizers give different results in `maximum_weight_matching` Open

bug

JuliaGraphs/GraphsMatching.jl#24 · 1 assignee · Opened Jul 14, 2025
Shortest path for direct acyclic graphs (DAG) Open

Difficulty 2/5 1-3 hours Newbie friendliness 58/100

JuliaGraphs/Graphs.jl#445 · Opened Jul 6, 2025
COO matrices support Open

gnngraphs

Difficulty 5/5 Over a week Newbie friendliness 35/100

JuliaGraphs/GraphNeuralNetworks.jl#607 · 1 comment · 1 reaction · Opened Jul 4, 2025
reinstate the TemporalBrains tutorial Open

docs flux temporalgraphs

Difficulty 4/5 3-5 days Newbie friendliness 35/100

JuliaGraphs/GraphNeuralNetworks.jl#603 · 1 reaction · Opened Jun 17, 2025
`SGConv` layer exhibits progressively increasing runtime in training loop Open

flux

Difficulty 4/5 3-5 days Newbie friendliness 45/100

JuliaGraphs/GraphNeuralNetworks.jl#600 · 3 comments · Opened Jun 14, 2025
Proposal: Make raph operators work with different graph types than SimpleGraph and SimpleDiGraph Open

enhancement Proposal

JuliaGraphs/Graphs.jl#441 · 1 comment · 1 reaction · 1 assignee · Opened Jun 10, 2025
Proposal: Execution policy type for selecting parallel computation policy Open

enhancement Proposal

JuliaGraphs/Graphs.jl#439 · 6 comments · 1 assignee · Opened Jun 6, 2025
Graph property recognition algorithms Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 35/100

JuliaGraphs/Graphs.jl#431 · 12 comments · Opened May 16, 2025

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