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Functions233 in github.com/LARS-research/TabGNN

Methodget_base_enc_params
(self)
data/data_encoders.py:465
Methodget_base_enc_params
(self)
data/data_encoders.py:503
Methodget_dp_by_id
(self, dp_id)
data/DatabaseDataset.py:136
Methodget_new_base_enc
()
data/data_encoders.py:189
Methodgnn_forward
(self, g: BatchedDGLGraph, fz_embedding, main_node_ids)
models/GNN/GAT.py:31
Methodgnn_forward
(self, g: BatchedDGLGraph)
models/GNN/GAT.py:67
Methodgnn_forward
(self, g: BatchedDGLGraph, fz_embedding)
models/GNN/GAT.py:167
Methodgnn_forward
(self, g:DGLGraph, fz_embedding, main_node_ids)
models/GNN/HAN.py:104
Methodgnn_forward
(self, g: BatchedDGLGraph)
models/GNN/PoolMLP.py:15
Methodgnn_forward
(self, g: BatchedDGLGraph, app_embedding)
models/GNN/GCN.py:31
Methodgnn_forward
(self, g: BatchedDGLGraph, app_embedding)
models/GNN/GCN.py:59
Methodgnn_forward
(self, g: BatchedDGLGraph)
models/GNN/GCN.py:92
Methodgnn_forward
(self, g: BatchedDGLGraph, fz_embedding, main_node_ids)
models/GNN/GCN.py:125
Functionlog_final_representation_variance
(module, input, output)
models/utils.py:77
Functionlog_forward_outputs
(module, input, output)
models/utils.py:70
Methodmessage_func
(self, edges)
models/GNN/GAT.py:111
Methodmessage_func
(self, edges)
models/GNN/GCN.py:149
Methodn_cont_features
(self)
data/TabularDataset.py:59
Functionnan_initializer
(shape, dtype, ctx, id_range)
utils.py:104
Methodnew_model_forward
(input)
models/losses.py:82
Methodnew_model_forward
(input)
models/losses.py:142
Methodnew_model_forward
This logic stolen with gratitude from https://github.com/huggingface/transformers
models/losses.py:202
Functionobjective
(space)
experiments/GNN/ERGCN_hp.py:193
Functionobjective
(space)
experiments/GNN/ERGAT_hp.py:194
Functionobjective
(space)
experiments/GNN/GAT_hp.py:187
Functionplot_graph
(g: nx.Graph)
data/utils.py:262
Methodpred_from_output
Returns the model's prediction of the class of the input given the output of self.forward
models/tabular/TabModelBase.py:70
Functionprofiled
()
utils.py:345
Functionsave_acts
(module, input, output)
start_evaluating.py:99
Functionset_entity_variable_types
Sets a featuretools Entity's variable types to match the variable types in db_info[node_type]
data/utils.py:315
Methodtfm
(x)
data/TabularDataset.py:40
Methodupdate_func
Aggregates the messages, but doesn't do the complete hidden state update
models/GNN/GCN.py:155
Methodwrite_kaggle_submission_file
(self, outputs, path)
data/DatabaseDataset.py:140
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