| |
| class | TMVA_SOFIE_GNN.MLPGraphNetwork |
| |
| class | TMVA_SOFIE_GNN.SofieGNN |
| |
|
| | input_data) |
| |
| | TMVA_SOFIE_GNN.GenerateData () |
| |
| | GLOBAL_FEATURE_SIZE=1) |
| |
| | TMVA_SOFIE_GNN.make_mlp_model () |
| |
| | printShape=False) |
| |
| | inputGraphData) |
| |
| |
| | TMVA_SOFIE_GNN.c2 = c0.cd(2) |
| |
| | filename = "gnn_core") |
| |
| | LATENT_SIZE) |
| |
| | GenerateData() |
| |
| list | TMVA_SOFIE_GNN.dataSet = [] |
| |
| | LATENT_SIZE) |
| |
| | filename = "gnn_decoder") |
| |
| | TMVA_SOFIE_GNN.edge_data |
| |
| | TMVA_SOFIE_GNN.edge_index |
| |
| TMVA_SOFIE_GNN.edge_size = 4 |
| |
| | outGnet[1].edges.numpy() |
| |
| | edge_data) |
| |
| | filename = "gnn_encoder") |
| |
| | TMVA_SOFIE_GNN.end = time.time() |
| |
| | TMVA_SOFIE_GNN.endSC = time.time() |
| |
| | EncodeProcessDecode() |
| |
| | out[1].globals.numpy() |
| |
| str | TMVA_SOFIE_GNN.gen_code |
| |
| | TMVA_SOFIE_GNN.global_data |
| |
| TMVA_SOFIE_GNN.global_size = 1 |
| |
| | outGnet[1].globals.numpy() |
| |
| | global_data) |
| |
| | graphData]) |
| |
| list | TMVA_SOFIE_GNN.gnetData = [] |
| |
| | SofieGNN() |
| |
| | global_size) |
| |
| list | dataSet[i] |
| |
| | data",40,1,0) |
| |
| | data",40,1,0) |
| |
| | data",40,1,0) |
| |
| | graphnet",20,1,0) |
| |
| | SOFIE",20,1,0) |
| |
| | CoreGraphData]) |
| |
| | TMVA_SOFIE_GNN.input_data = ROOT.TMVA.Experimental.SOFIE.GNN_Data() |
| |
| | GraphData]) |
| |
| TMVA_SOFIE_GNN.LATENT_SIZE = 100 |
| |
| | TMVA_SOFIE_GNN.node_data |
| |
| TMVA_SOFIE_GNN.node_size = 4 |
| |
| | outGnet[1].nodes.numpy() |
| |
| | node_data) |
| |
| TMVA_SOFIE_GNN.num_edges = 20 |
| |
| TMVA_SOFIE_GNN.NUM_LAYERS = 4 |
| |
| TMVA_SOFIE_GNN.num_nodes = 5 |
| |
| TMVA_SOFIE_GNN.numevts = 40 |
| |
| | gnetData[i]) |
| |
| | gnetData[i]) |
| |
| | processing_steps) |
| |
| | filename = "gnn_output_transform") |
| |
| | sofieData[i]) |
| |
| TMVA_SOFIE_GNN.processing_steps = 5 |
| |
| | int32') |
| |
| | int32') |
| |
| list | TMVA_SOFIE_GNN.sofieData = [] |
| |
| | TMVA_SOFIE_GNN.start = time.time() |
| |
| | TMVA_SOFIE_GNN.start0 = time.time() |
| |
Definition in file TMVA_SOFIE_GNN.py.
