v0.6.0

GeometricFlux v0.6.0

Diff since v0.5.2

• Rewrite graph network GraphNet and message passing MessagePassing framework
• Expand functionality of FeaturedGraph to support node_feature, edge_feature and global_feature
• Speed up ChebConv layer
• Speed up scatter functions
• Add graph index-related functions
• GCN example works and increase training stablility
• Fix show GCNConv
• Add more test for linear algebra
• Update cpu scatter benchmark plot and scripts

Closed issues:

• References in FeaturedGraphs (#58)
• Define @adjoint on _apply_msg! (#59)
• GCNConv example fails (#61)

Merged pull requests:

• Try to fix GAT example by split utility dependency for SimpleGraph and SimpleWeightedGraphs (#45) (@ilancoulon)
• Improve CPU scatter performance (#56) (@yuehhua)
• Ignore gradient of generate_cluster (#57) (@yuehhua)
• Fix reference bug (#60) (@yuehhua)
• Rewrite GraphNet and MessagePassing framework (#63) (@yuehhua)
• GCN example works again (#64) (@yuehhua)