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github.com/LARS-research/TabGNN
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Functions
233 in github.com/LARS-research/TabGNN
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Functions
233
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Types & classes
52
Method
get_base_enc_params
(self)
data/data_encoders.py:465
Method
get_base_enc_params
(self)
data/data_encoders.py:503
Method
get_dp_by_id
(self, dp_id)
data/DatabaseDataset.py:136
Method
get_new_base_enc
()
data/data_encoders.py:189
Method
gnn_forward
(self, g: BatchedDGLGraph, fz_embedding, main_node_ids)
models/GNN/GAT.py:31
Method
gnn_forward
(self, g: BatchedDGLGraph)
models/GNN/GAT.py:67
Method
gnn_forward
(self, g: BatchedDGLGraph, fz_embedding)
models/GNN/GAT.py:167
Method
gnn_forward
(self, g:DGLGraph, fz_embedding, main_node_ids)
models/GNN/HAN.py:104
Method
gnn_forward
(self, g: BatchedDGLGraph)
models/GNN/PoolMLP.py:15
Method
gnn_forward
(self, g: BatchedDGLGraph, app_embedding)
models/GNN/GCN.py:31
Method
gnn_forward
(self, g: BatchedDGLGraph, app_embedding)
models/GNN/GCN.py:59
Method
gnn_forward
(self, g: BatchedDGLGraph)
models/GNN/GCN.py:92
Method
gnn_forward
(self, g: BatchedDGLGraph, fz_embedding, main_node_ids)
models/GNN/GCN.py:125
Function
log_final_representation_variance
(module, input, output)
models/utils.py:77
Function
log_forward_outputs
(module, input, output)
models/utils.py:70
Method
message_func
(self, edges)
models/GNN/GAT.py:111
Method
message_func
(self, edges)
models/GNN/GCN.py:149
Method
n_cont_features
(self)
data/TabularDataset.py:59
Function
nan_initializer
(shape, dtype, ctx, id_range)
utils.py:104
Method
new_model_forward
(input)
models/losses.py:82
Method
new_model_forward
(input)
models/losses.py:142
Method
new_model_forward
This logic stolen with gratitude from https://github.com/huggingface/transformers
models/losses.py:202
Function
objective
(space)
experiments/GNN/ERGCN_hp.py:193
Function
objective
(space)
experiments/GNN/ERGAT_hp.py:194
Function
objective
(space)
experiments/GNN/GAT_hp.py:187
Function
plot_graph
(g: nx.Graph)
data/utils.py:262
Method
pred_from_output
Returns the model's prediction of the class of the input given the output of self.forward
models/tabular/TabModelBase.py:70
Function
profiled
()
utils.py:345
Function
save_acts
(module, input, output)
start_evaluating.py:99
Function
set_entity_variable_types
Sets a featuretools Entity's variable types to match the variable types in db_info[node_type]
data/utils.py:315
Method
tfm
(x)
data/TabularDataset.py:40
Method
update_func
Aggregates the messages, but doesn't do the complete hidden state update
models/GNN/GCN.py:155
Method
write_kaggle_submission_file
(self, outputs, path)
data/DatabaseDataset.py:140
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