v0.3.4

GraphNeuralNetworks v0.3.4

Diff since v0.3.3

Closed issues:

• Differences to GeometricFlux.jl? (#2)

Merged pull requests:

• improve docs (#72) (@CarloLucibello)
• minor doc improve (#73) (@CarloLucibello)
• fix has_multi_edges (#75) (@CarloLucibello)

v0.3.3

GraphNeuralNetworks v0.3.3

Diff since v0.3.2

Closed issues:

• graph NeuralODE example not working on gpu (#56)

Merged pull requests:

• add link prediction example (#61) (@CarloLucibello)
• have GNNGraph inherit from Graphs.AbstractGraph (#63) (@CarloLucibello)
• refactor GNNGraph into submodule + implement add_edges (#64) (@CarloLucibello)
• implement unbatch and add_nodes (#65) (@CarloLucibello)
• NeuralODE example working on cpu and gpu (#67) (@CarloLucibello)
• add AGNNConv (#68) (@CarloLucibello)
• better negative sampling + remove_multi_edges + is_bidirected + DotDecoder (#69) (@CarloLucibello)
• improvements to link prediction (#70) (@CarloLucibello)
• bidirected graph support in rand_split_edge (#71) (@CarloLucibello)

v0.3.2

GraphNeuralNetworks v0.3.2

Diff since v0.3.1

Merged pull requests:

• implement StatsBase.nobs instead of LearnBase.nobs (#62) (@CarloLucibello)

v0.3.1

GraphNeuralNetworks v0.3.1

Diff since v0.3.0

Merged pull requests:

• add GlobalAttentionPool (#58) (@CarloLucibello)
• add softmax_edge_neighbors (#59) (@CarloLucibello)

v0.3.0

GraphNeuralNetworks v0.3.0

Diff since v0.2.3

Merged pull requests:

• add graph NeuralODE example (#55) (@CarloLucibello)
• drop LightGraphs for Graphs (#57) (@CarloLucibello)

v0.2.3

GraphNeuralNetworks v0.2.3

Diff since v0.2.2

Merged pull requests:

• Tiny typo inn CGConv-docs (#53) (@oysteinsolheim)
• add WithGraph (#54) (@CarloLucibello)

v0.2.2

GraphNeuralNetworks v0.2.2

Diff since v0.2.1

Closed issues:

• define a message_and_aggregate method (#29)

Merged pull requests:

• add Crystal graph convolution (#51) (@CarloLucibello)
• fix GlobalPooling with graph only input (#52) (@CarloLucibello)

v0.2.1

GraphNeuralNetworks v0.2.1

Diff since v0.2.0

Closed issues:

• register package (#5)
• Problem with GNNChain and NNConv (#49)

Merged pull requests:

• add nodes/edges softmax and readout (#48) (@CarloLucibello)
• better handling of chain with only graph input (#50) (@CarloLucibello)

v0.2.0

GraphNeuralNetworks v0.2.0

Diff since v0.1.2

Merged pull requests:

• redesign message passing mechanism (#47) (@CarloLucibello)

v0.1.2

GraphNeuralNetworks v0.1.2

Diff since v0.1.1

Merged pull requests:

• add test for Cora example (#45) (@CarloLucibello)
• implement ResGatedGraphConv and support Parallel in GNNChain (#46) (@CarloLucibello)