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github.com/ZZy979/pytorch-tutorial
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Functions
479 in github.com/ZZy979/pytorch-tutorial
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Functions
479
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Types & classes
107
↓ 1 callers
Function
imshow
(img)
beginner/cifar10_tutorial.py:16
↓ 1 callers
Function
load_data
(neighbor_path, node_embed_path)
gnn/hetgnn/utils.py:12
↓ 1 callers
Function
load_data
(name, ogb_root, seed, device)
gnn/supergat/train.py:18
↓ 1 callers
Function
load_data
(name, ogb_root, device)
gnn/cs/train.py:14
↓ 1 callers
Function
load_data
(path, device)
gnn/rhgnn/train.py:16
↓ 1 callers
Function
load_data
(dataset, ogb_root)
gnn/sign/train.py:14
↓ 1 callers
Function
load_data
(name, device)
gnn/heco/train.py:44
↓ 1 callers
Function
load_kg_dataset
(name)
gnn/utils/data.py:37
↓ 1 callers
Function
load_pretrained_node_embed
(g, node_embed_path)
gnn/hetgnn/utils.py:28
↓ 1 callers
Function
load_pretrained_node_embed
(g, path)
gnn/rhgnn/train.py:28
↓ 1 callers
Function
load_rdf_dataset
(name)
gnn/utils/data.py:24
↓ 1 callers
Function
main
()
kgrec/kgcn/train.py:70
↓ 1 callers
Function
main
()
dlwizard/cnn.py:33
↓ 1 callers
Function
main
()
dlwizard/fnn.py:23
↓ 1 callers
Function
main
()
dlwizard/logistic_regression.py:18
↓ 1 callers
Function
main
()
dlwizard/linear_regression.py:19
↓ 1 callers
Function
main
()
dlwizard/rnn.py:38
↓ 1 callers
Function
main
()
dlwizard/lstm.py:42
↓ 1 callers
Function
main
()
beginner/cifar10_tutorial.py:124
↓ 1 callers
Function
main
()
gnn/hetgnn/eval.py:48
↓ 1 callers
Function
main
()
gnn/hetgnn/train.py:44
↓ 1 callers
Function
main
()
gnn/hetgnn/preprocess.py:16
↓ 1 callers
Function
main
()
gnn/hetgnn/random_walk.py:7
↓ 1 callers
Function
main
()
gnn/gat/train_inductive.py:70
↓ 1 callers
Function
main
()
gnn/gat/train_transductive.py:54
↓ 1 callers
Function
main
()
gnn/dgl/graph_clf.py:31
↓ 1 callers
Function
main
()
gnn/dgl/node_clf.py:13
↓ 1 callers
Function
main
()
gnn/dgl/node_clf_hetero_mb.py:14
↓ 1 callers
Function
main
()
gnn/dgl/edge_clf_hetero_mb.py:26
↓ 1 callers
Function
main
()
gnn/dgl/node_clf_mb.py:14
↓ 1 callers
Function
main
()
gnn/dgl/link_pred_hetero_mb.py:26
↓ 1 callers
Function
main
()
gnn/dgl/edge_type_hetero.py:26
↓ 1 callers
Function
main
()
gnn/dgl/edge_clf_mb.py:27
↓ 1 callers
Function
main
()
gnn/dgl/link_pred_hetero.py:37
↓ 1 callers
Function
main
()
gnn/dgl/link_pred_mb.py:27
↓ 1 callers
Function
main
()
gnn/dgl/edge_clf_hetero.py:25
↓ 1 callers
Function
main
()
gnn/dgl/link_pred.py:33
↓ 1 callers
Function
main
()
gnn/dgl/node_clf_hetero.py:12
↓ 1 callers
Function
main
()
gnn/dgl/edge_clf.py:26
↓ 1 callers
Function
main
()
gnn/dgl/dgl_first_demo.py:57
↓ 1 callers
Function
main
()
gnn/dgl/graph_clf_hetero.py:65
↓ 1 callers
Function
main
()
gnn/hgt/train.py:65
↓ 1 callers
Function
main
()
gnn/han/train.py:89
↓ 1 callers
Function
main
()
gnn/rgcn/train_link_pred.py:47
↓ 1 callers
Function
main
()
gnn/rgcn/train_entity_clf.py:40
↓ 1 callers
Function
main
()
gnn/lp/train.py:24
↓ 1 callers
Function
main
()
gnn/hgconv/train.py:73
↓ 1 callers
Function
main
()
gnn/supergat/train.py:88
↓ 1 callers
Function
main
()
gnn/metapath2vec/train_word2vec.py:9
↓ 1 callers
Function
main
()
gnn/metapath2vec/train.py:55
↓ 1 callers
Function
main
()
gnn/metapath2vec/random_walk.py:12
↓ 1 callers
Function
main
()
gnn/cs/train.py:97
↓ 1 callers
Function
main
()
gnn/rhgnn/train.py:112
↓ 1 callers
Function
main
()
gnn/sign/train.py:90
↓ 1 callers
Function
main
()
gnn/magnn/train_dblp.py:88
↓ 1 callers
Function
main
()
gnn/magnn/train_imdb.py:75
↓ 1 callers
Function
main
()
gnn/heco/train.py:139
↓ 1 callers
Function
main
()
gnn/gcn/train.py:42
↓ 1 callers
Function
metapath_adj
返回给定元路径连接的起点和终点类型的邻接矩阵。 :param g: DGLGraph :param metapath: List[str or (str, str, str)] 元路径,边类型列表 :return: scipy.sparse.csr_matrix
gnn/utils/metapath.py:99
↓ 1 callers
Function
metapath_instance_feat
返回元路径实例特征,由中间顶点的特征组成。 :param metapath: List[str] 元路径,顶点类型列表 :param node_feats: Dict[str, tendor(N_i, d)] 顶点类型到顶点特征的映射,所有类型顶点的特征应具有相同的维数d
gnn/utils/metapath.py:84
↓ 1 callers
Function
metapath_instances
返回异构图中给定元路径的所有实例。 :param g: DGLGraph 异构图 :param metapath: List[str or (str, str, str)] 元路径,边类型列表 :param nids: tensor(N), optional 起点id,如果
gnn/utils/metapath.py:35
↓ 1 callers
Function
metapath_random_walk
基于元路径的随机游走 :param g: DGLGraph 异构图 :param metapaths: Dict[str, List[str]] 顶点类型到元路径的映射 :param num_walks: int 每个顶点游走次数 :param walk_lengt
gnn/utils/random_walk.py:9
↓ 1 callers
Function
node_clf
(args)
gnn/hetgnn/eval.py:24
↓ 1 callers
Function
node_clf
(args)
gnn/metapath2vec/train.py:26
↓ 1 callers
Function
node_clf
(embeds, labels, num_classes, train_mask, test_mask)
gnn/heco/train.py:106
↓ 1 callers
Function
node_cluster
(args)
gnn/hetgnn/eval.py:40
↓ 1 callers
Function
node_cluster
(args)
gnn/metapath2vec/train.py:42
↓ 1 callers
Function
node_cluster
(embeds, labels, num_classes)
gnn/heco/train.py:129
↓ 1 callers
Method
num_flat_features
(self, x)
beginner/neural_networks_tutorial.py:30
↓ 1 callers
Function
preprocess
(args)
gnn/hetgnn/preprocess.py:9
↓ 1 callers
Function
preprocess
预先计算r跳的邻居聚集特征
gnn/sign/train.py:41
↓ 1 callers
Function
propagate_feature
(g)
gnn/hetgnn/utils.py:36
↓ 1 callers
Method
reset_parameters
(self, w_att, w_msg)
gnn/hgt/model.py:107
↓ 1 callers
Method
reset_parameters
(self)
gnn/rgcn/model_hetero.py:104
↓ 1 callers
Method
reset_parameters
(self)
gnn/rgcn/model.py:23
↓ 1 callers
Method
reset_parameters
(self, micro_fc, micro_attn, macro_fc_node, macro_fc_rel, macro_attn)
gnn/hgconv/model.py:179
↓ 1 callers
Method
reset_parameters
(self)
gnn/supergat/attention.py:35
↓ 1 callers
Method
reset_parameters
(self, rel_attn)
gnn/rhgnn/model.py:234
↓ 1 callers
Method
reset_parameters
(self, rel_embed, w_node, w_rel)
gnn/rhgnn/model.py:343
↓ 1 callers
Method
reset_parameters
(self)
gnn/magnn/model.py:44
↓ 1 callers
Method
reset_parameters
(self)
gnn/heco/model.py:32
↓ 1 callers
Method
reset_parameters
(self)
gnn/heco/model.py:78
↓ 1 callers
Method
reset_parameters
(self)
gnn/heco/model.py:177
↓ 1 callers
Method
reset_parameters
(self)
gnn/heco/model.py:240
↓ 1 callers
Method
sim
计算相似度矩阵 :param x: tensor(N, d) :param y: tensor(N, d) :return: tensor(N, N) S[i, j] = exp(cos(x[i], y[j]))
gnn/heco/model.py:183
↓ 1 callers
Method
smooth
Smooth步,平滑最终预测 :param g: DGLGraph 无向图 :param labels: tensor(N, C) one-hot标签 :param corrected_pred: tensor(N, C) 修正后的预测
gnn/cs/model.py:120
↓ 1 callers
Function
test
(testloader)
beginner/cifar10_tutorial.py:87
↓ 1 callers
Function
trace2name
(g, trace, types)
gnn/utils/random_walk.py:30
↓ 1 callers
Function
trace2name
(author_names, conf_names, trace)
gnn/metapath2vec/random_walk.py:40
↓ 1 callers
Function
train
(args)
kgrec/kgcn/train.py:17
↓ 1 callers
Function
train
(trainloader)
beginner/cifar10_tutorial.py:55
↓ 1 callers
Function
train
(args)
gnn/hetgnn/train.py:15
↓ 1 callers
Function
train
(args)
gnn/gat/train_inductive.py:15
↓ 1 callers
Function
train
(args)
gnn/gat/train_transductive.py:12
↓ 1 callers
Function
train
(args)
gnn/hgt/train.py:18
↓ 1 callers
Function
train
(args)
gnn/han/train.py:26
↓ 1 callers
Function
train
(args)
gnn/rgcn/train_link_pred.py:13
↓ 1 callers
Function
train
(args)
gnn/rgcn/train_entity_clf.py:10
↓ 1 callers
Function
train
(args)
gnn/lp/train.py:9
↓ 1 callers
Function
train
(args)
gnn/hgconv/train.py:18
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