v0.6.17

GraphNeuralNetworks v0.6.17

Diff since v0.6.16

Merged pull requests:

• feat: Add empty constructor for GNNHeteroGraph (#358) (@askorupka)
• Bump actions/cache from 3 to 4 (#359) (@dependabot[bot])
• feat: add degree functionality for GNNHeteroGraph (#360) (@askorupka)
• Fix ref rand_temporal_hyperbolic_graph (#361) (@aurorarossi)
• Add Flux.gpu function for TemporalSnapshotsGNNGraph type (#362) (@aurorarossi)
• feat: Add CGConv support for HeteroGraphConv (#363) (@askorupka)
• feat: Add EdgeConv support for HeteroGraphConv (#364) (@askorupka)
• Remove f from CGConv signature (#365) (@aurorarossi)
• fix: Stylistic fixes (#366) (@askorupka)
• fix: fix typos in the docs (#368) (@askorupka)
• chore: optimize test for heterograph (#370) (@askorupka)
• refinement: Self loops for HeteroGraph returns g instead of error if src != tgt (#373) (@askorupka)
• Bump codecov/codecov-action from 3 to 4 (#374) (@dependabot[bot])
• Adapt GINConv to TemporalSnapshotsGNNGraphs (#376) (@aurorarossi)
• Fix link ref Heterographs (#378) (@aurorarossi)
• Update documentation for convolutions on TemporalSnapshotsGNNGraphs (#379) (@aurorarossi)
• g.ndata.e documentation fix in GNNGraph (#381) (@rbSparky)
• Add SGConv support for HeteroGraphConv (#383) (@rbSparky)
• Add SAGEConv support to HeteroGraphConv (#384) (@rbSparky)
• Error in docs (#385) (@rbSparky)
• Add GINConv support to HeteroGraphConv (#390) (@rbSparky)
• Add ResGatedGraphConv support to HeteroGraphConv (#391) (@rbSparky)
• Adapt 4 convolutions to TemporalSnapshotsGNNGraphs (#392) (@aurorarossi)
• Add more conv layers with TemporalSnapshotsGNNGraphs support (#393) (@rbSparky)
• Added Usage Examples for Graph Convolutional Layers (#396) (@rbSparky)
• Add example for gender classification on TemporalBrains dataset (#397) (@aurorarossi)
• Add GATConv support for HeteroGraphConv (#400) (@rbSparky)
• New add_self_loops(g) for hetero graphs (#402) (@rbSparky)
• Updating the gnngraphdocs.md (#403) (@achiverram28)

Closed issues:

• implement add_self_loops(g, edge_t) for heterographs (#329)
• add empty constructor for heterograph (#338)
• getgraph not working on GPU (#377)
• Example given for GNNGraph results in error (#380)
• Error in one of the examples in the Working with GNNGraph page (#401)