tf_gnns

Getting started

  • Installation
  • Quickstart

Tutorials and examples

  • Tutorials and examples

API reference

  • API reference
    • Package exports
    • GraphNet utilities
    • Graph data structures
    • High-level models
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API reference

  • Package exports
    • Graph
    • GraphTuple
    • Node
    • Edge
    • make_graph_tuple_from_graph_list()
    • GraphNet
    • make_node_mlp()
    • make_edge_mlp()
    • make_keras_simple_agg()
    • make_mlp_graphnet_functions()
    • make_global_mlp()
    • make_full_graphnet_functions()
    • make_graph_indep_graphnet_functions()
    • make_graph_to_graph_and_global_functions()
    • GraphNetMLP
    • GraphIndep
    • GNCellMLP
    • GraphNetMPNN_MLP
    • SparseGCNConv
    • SparseGCN
  • GraphNet utilities
    • unsorted_segment_min_or_zero()
    • unsorted_segment_max_or_zero()
    • EdgeInput
    • NodeInput
    • GlobalInput
    • GraphNet
    • make_mlp()
    • make_node_mlp()
    • make_global_mlp()
    • make_edge_mlp()
    • SimpleAggLayerDense
    • SimpleAggLayerSparse
    • make_keras_simple_agg()
    • make_mean_max_agg()
    • make_mean_max_min_agg()
    • make_mean_max_min_sum_agg()
    • make_mlp_graphnet_functions()
    • make_graph_to_graph_and_global_functions()
    • make_graph_indep_graphnet_functions()
    • make_mpnn_graphnet_noglobal_functions()
    • make_full_graphnet_functions()
  • Graph data structures
    • Node
    • Edge
    • Graph
    • make_graph_tuple_from_graph_list()
    • GraphTuple
  • High-level models
    • GNCellMLP
    • GraphNetMLP
    • GraphIndep
    • GraphNetMPNN_MLP
    • SparseGCNConv
    • SparseGCN
    • GCNv2
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