v0.5.2

GraphNeuralNetworks v0.5.2

Diff since v0.5.1

Closed issues:

• NNConv tests are failing (#208)

Merged pull requests:

• Avoid capturing external variables into closures (#225) (@CarloLucibello)

v0.5.1

GraphNeuralNetworks v0.5.1

Diff since v0.5.0

Closed issues:

• Add tutorials written in Pluto (#168)
• copy(::GNNGraph)? (#191)
• Allow for additonal features in GNNGraph (#210)
• support equivariant neural networks (#221)

Merged pull requests:

• implement copy (#219) (@CarloLucibello)
• equivariant gnn (#223) (@CarloLucibello)
• doc fixes (#224) (@CarloLucibello)

v0.5.0

GraphNeuralNetworks v0.5.0

Diff since v0.4.5

Closed issues:

• don't automatically batch when getobs from an array of graphs (#170)
• Question about the GCNConv layer code (#211)
• Support for multiple graphs in GNNGraph (#212)

Merged pull requests:

• don't automatically batch graphs inside vector when using getobs (#183) (@CarloLucibello)
• Node classification tutorial (#198) (@Dsantra92)
• Fixed a few typos in notebooks, docs and docstrings (#205) (@pitmonticone)
• Switch to DemoCards.jl (#206) (@Dsantra92)
• temporarily remove NNConv tests (#209) (@CarloLucibello)
• Switch to default pluto frontmatter (#214) (@Dsantra92)
• CompatHelper: bump compat for KrylovKit to 0.6, (keep existing compat) (#216) (@github-actions[bot])
• CompatHelper: bump compat for MLUtils to 0.3, (keep existing compat) (#217) (@github-actions[bot])

v0.4.5

GraphNeuralNetworks v0.4.5

Diff since v0.4.4

Closed issues:

• Construct Graphs.SimpleDiGraph graphs from GNNGraphs (#167)
• add radius_graph api (#177)
• knn_graph yields same results with or without self loops (#179)
• Missing bounds checking when working on GPU (#181)
• Spelling Error of edge? (#184)
• Duplicate indexes in documents (#187)
• Implement GraphWorld for fake graphs benchmarking (#188)
• Some design issues (#193)
• Flux destructure/restructure bug (#200)

Merged pull requests:

• add radius_graph api (#180) (@MilkshakeForReal)
• size checks in apply_edges and aggregate_neighbors (#182) (@CarloLucibello)
• Fix Spelling (#186) (@umbriquse)
• don't display redundant docstrings from Graphs.jl (#192) (@CarloLucibello)
• CompatHelper: bump compat for Functors to 0.3, (keep existing compat) (#194) (@github-actions[bot])
• Update conv.md (#195) (@pitmonticone)
• [Test] Render pluto files in the CI (#196) (@Dsantra92)
• Fix typo (#197) (@MilkshakeForReal)
• fix GNNChain restructure bug (#201) (@mplemay)
• Update GNNChain (#202) (@CarloLucibello)
• Replace depreciated Flux.ADAM with Flux.Adam (#203) (@mplemay)

v0.4.4

GraphNeuralNetworks v0.4.4

Diff since v0.4.3

Closed issues:

• Inaccurate GATv2Conv Documentation (#175)

Merged pull requests:

• fixing CI for pluto tutorials (#174) (@CarloLucibello)
• Documentation fixes for GATv2Conv (#176) (@Animiral)

v0.4.3

GraphNeuralNetworks v0.4.3

Diff since v0.4.2

Merged pull requests:

• add Pluto tutorials (#172) (@CarloLucibello)

v0.4.2

GraphNeuralNetworks v0.4.2

Diff since v0.4.1

Closed issues:

• message passing for multiple feature arrays (#166)

Merged pull requests:

• edges iterates over Graphs.Edge (#171) (@CarloLucibello)

v0.4.1

GraphNeuralNetworks v0.4.1

Diff since v0.4.0

Closed issues:

• GSoC 2022 (#157)
• Open Graph Benchmark integration (#162)

Merged pull requests:

• SGConv (#154) (@rbSparky)
• support for MLDatasets v0.6 (#164) (@CarloLucibello)

v0.4.0

GraphNeuralNetworks v0.4.0

Diff since v0.3.15

Closed issues:

• hope can load dataset with GraphMLDatasets.jl (#149)
• GPU memory filling up (#150)
• Citing GraphNeuralNetworks.jl (#151)

Merged pull requests:

• Citing (#152) (@CarloLucibello)
• MLUtils and Flux v0.13 compatibility (#155) (@CarloLucibello)

v0.3.15

GraphNeuralNetworks v0.3.15

Diff since v0.3.14

Merged pull requests:

• better printing for GNNGraphs and check that features are arrays (#145) (@CarloLucibello)
• Added GMMConv (#147) (@melioristic)
• Update conv.md (#148) (@melioristic)