v0.11.0

GeometricFlux v0.11.0

Diff since v0.10.1

• Adds GATv2 layer
• add DeepSet model and digit sum example
• fix GAT example
• add tutorials
• replace Flux.destructure by Optimisers.destructure

Closed issues:

• Lack of documentations and tutorials (#3)
• GAT example fails (#43)
• Edge features in GCNConv layer (#77)
• GAT example not working (#135)
• GAT outputs same embedding for all nodes if defined on complete graph (#154)
• Bug with CUDA + GATConv (#185)
• Add examples to FluxBench.jl (#228)
• Implementation of DeepSets (#237)
• Implementation of Set2set (#238)
• gradient for GATConv layer is very slow (#243)
• How do you use bypass_graph with a Flux.Chain? (#248)
• examples/gcn.jl not working (#262)

Merged pull requests:

• Add tests for Gatv2 layer (#267) (@yuehhua)
• Add DeepSet model and example (#278) (@yuehhua)
• Replace Flux.destructure by Optimisers.destructure (#279) (@yuehhua)
• Fix GAT example (#280) (@yuehhua)
• Memory pre-allocation fix for GAT example (#282) (@yuehhua)
• Update docs and fix GATv2Conv (#283) (@yuehhua)