tf_geometric
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tf_geometric
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__init__() (tf_geometric.BatchGraph method)
(tf_geometric.datasets.AmazonComputersDataset method)
(tf_geometric.datasets.AmazonElectronicsDataset method)
(tf_geometric.datasets.AmazonPhotoDataset method)
(tf_geometric.datasets.CiteseerDataset method)
(tf_geometric.datasets.CoauthorCSDataset method)
(tf_geometric.datasets.CoauthorDataset method)
(tf_geometric.datasets.CoauthorPhysicsDataset method)
(tf_geometric.datasets.CoraDataset method)
(tf_geometric.datasets.FDAmazonDataset method)
(tf_geometric.datasets.FDYelpChiDataset method)
(tf_geometric.datasets.HGBACMDataset method)
(tf_geometric.datasets.HGBDataset method)
(tf_geometric.datasets.HGBDBLPDataset method)
(tf_geometric.datasets.HGBFreebaseDataset method)
(tf_geometric.datasets.HGBIMDBDataset method)
(tf_geometric.datasets.InductiveRedditDataset method)
(tf_geometric.datasets.ModelNet10Dataset method)
(tf_geometric.datasets.ModelNet40Dataset method)
(tf_geometric.datasets.MultiLabelBlogCatalogDataset method)
(tf_geometric.datasets.NARSACMDataset method)
(tf_geometric.datasets.OGBNodePropPredDataset method)
(tf_geometric.datasets.PlanetoidDataset method)
(tf_geometric.datasets.PPIDataset method)
(tf_geometric.datasets.PubmedDataset method)
(tf_geometric.datasets.SupervisedCiteseerDataset method)
(tf_geometric.datasets.SupervisedCoraDataset method)
(tf_geometric.datasets.SupervisedPubmedDataset method)
(tf_geometric.datasets.TransductiveRedditDataset method)
(tf_geometric.datasets.TUDataset method)
(tf_geometric.Graph method)
(tf_geometric.layers.APPNP method)
(tf_geometric.layers.ASAP method)
(tf_geometric.layers.ChebyNet method)
(tf_geometric.layers.DiffPool method)
(tf_geometric.layers.DropEdge method)
(tf_geometric.layers.GAT method)
(tf_geometric.layers.GCN method)
(tf_geometric.layers.GIN method)
(tf_geometric.layers.LEConv method)
(tf_geometric.layers.MeanGraphSage method)
(tf_geometric.layers.MinCutPool method)
(tf_geometric.layers.SAGPool method)
(tf_geometric.layers.Set2Set method)
(tf_geometric.layers.SortPool method)
(tf_geometric.layers.SSGC method)
(tf_geometric.layers.SumGraphSage method)
(tf_geometric.layers.TAGCN method)
A
AmazonComputersDataset (class in tf_geometric.datasets)
AmazonElectronicsDataset (class in tf_geometric.datasets)
AmazonPhotoDataset (class in tf_geometric.datasets)
APPNP (class in tf_geometric.layers)
appnp() (in module tf_geometric.nn)
ASAP (class in tf_geometric.layers)
asap() (in module tf_geometric.nn)
B
BatchGraph (class in tf_geometric)
build_cache_by_adj() (tf_geometric.layers.APPNP method)
(tf_geometric.layers.GCN method)
(tf_geometric.layers.SGC method)
(tf_geometric.layers.SSGC method)
(tf_geometric.layers.TAGCN method)
build_cache_for_graph() (tf_geometric.layers.APPNP method)
(tf_geometric.layers.ChebyNet method)
(tf_geometric.layers.GCN method)
(tf_geometric.layers.SGC method)
(tf_geometric.layers.SSGC method)
(tf_geometric.layers.TAGCN method)
C
cache_normed_edge() (tf_geometric.layers.APPNP method)
(tf_geometric.layers.ChebyNet method)
(tf_geometric.layers.GCN method)
(tf_geometric.layers.SGC method)
(tf_geometric.layers.SSGC method)
(tf_geometric.layers.TAGCN method)
call() (tf_geometric.layers.APPNP method)
(tf_geometric.layers.ASAP method)
(tf_geometric.layers.ChebyNet method)
(tf_geometric.layers.DiffPool method)
(tf_geometric.layers.DropEdge method)
(tf_geometric.layers.GAT method)
(tf_geometric.layers.GCN method)
(tf_geometric.layers.GCNGraphSage method)
(tf_geometric.layers.GIN method)
(tf_geometric.layers.LEConv method)
(tf_geometric.layers.LSTMGraphSage method)
(tf_geometric.layers.MaxPool method)
(tf_geometric.layers.MaxPoolGraphSage method)
(tf_geometric.layers.MeanGraphSage method)
(tf_geometric.layers.MeanPool method)
(tf_geometric.layers.MeanPoolGraphSage method)
(tf_geometric.layers.MinCutPool method)
(tf_geometric.layers.MinPool method)
(tf_geometric.layers.SAGPool method)
(tf_geometric.layers.Set2Set method)
(tf_geometric.layers.SGC method)
(tf_geometric.layers.SortPool method)
(tf_geometric.layers.SSGC method)
(tf_geometric.layers.SumGraphSage method)
(tf_geometric.layers.SumPool method)
(tf_geometric.layers.TAGCN method)
ChebyNet (class in tf_geometric.layers)
chebynet() (in module tf_geometric.nn)
chebynet_norm_edge() (in module tf_geometric.nn)
CiteseerDataset (class in tf_geometric.datasets)
cluster_pool() (in module tf_geometric.nn)
CoauthorCSDataset (class in tf_geometric.datasets)
CoauthorDataset (class in tf_geometric.datasets)
CoauthorPhysicsDataset (class in tf_geometric.datasets)
convert_data_to_tensor() (tf_geometric.BatchGraph method)
(tf_geometric.Graph method)
convert_edge_to_directed() (tf_geometric.BatchGraph method)
(tf_geometric.Graph method)
CoraDataset (class in tf_geometric.datasets)
D
diff_pool() (in module tf_geometric.nn)
diff_pool_coarsen() (in module tf_geometric.nn)
DiffPool (class in tf_geometric.layers)
drop_edge() (in module tf_geometric.nn)
DropEdge (class in tf_geometric.layers)
F
FDAmazonDataset (class in tf_geometric.datasets)
FDYelpChiDataset (class in tf_geometric.datasets)
G
GAT (class in tf_geometric.layers)
gat() (in module tf_geometric.nn)
GCN (class in tf_geometric.layers)
gcn() (in module tf_geometric.nn)
gcn_build_cache_by_adj() (in module tf_geometric.nn)
gcn_build_cache_for_graph() (in module tf_geometric.nn)
gcn_cache_normed_edge() (in module tf_geometric.nn)
gcn_graph_sage() (in module tf_geometric.nn)
gcn_norm_adj() (in module tf_geometric.nn)
gcn_norm_edge() (in module tf_geometric.nn)
GCNGraphSage (class in tf_geometric.layers)
GIN (class in tf_geometric.layers)
gin() (in module tf_geometric.nn)
Graph (class in tf_geometric)
H
HGBACMDataset (class in tf_geometric.datasets)
HGBDataset (class in tf_geometric.datasets)
HGBDBLPDataset (class in tf_geometric.datasets)
HGBFreebaseDataset (class in tf_geometric.datasets)
HGBIMDBDataset (class in tf_geometric.datasets)
I
InductiveRedditDataset (class in tf_geometric.datasets)
L
le_conv() (in module tf_geometric.nn)
LEConv (class in tf_geometric.layers)
lstm_graph_sage() (in module tf_geometric.nn)
LSTMGraphSage (class in tf_geometric.layers)
M
max_pool() (in module tf_geometric.nn)
max_pool_graph_sage() (in module tf_geometric.nn)
MaxPool (class in tf_geometric.layers)
MaxPoolGraphSage (class in tf_geometric.layers)
mean_graph_sage() (in module tf_geometric.nn)
mean_pool() (in module tf_geometric.nn)
mean_pool_graph_sage() (in module tf_geometric.nn)
MeanGraphSage (class in tf_geometric.layers)
MeanPool (class in tf_geometric.layers)
MeanPoolGraphSage (class in tf_geometric.layers)
min_cut_pool() (in module tf_geometric.nn)
min_cut_pool_coarsen() (in module tf_geometric.nn)
min_cut_pool_compute_losses() (in module tf_geometric.nn)
min_pool() (in module tf_geometric.nn)
MinCutPool (class in tf_geometric.layers)
MinPool (class in tf_geometric.layers)
ModelNet10Dataset (class in tf_geometric.datasets)
ModelNet40Dataset (class in tf_geometric.datasets)
MultiLabelBlogCatalogDataset (class in tf_geometric.datasets)
N
NARSACMDataset (class in tf_geometric.datasets)
num_edges() (tf_geometric.Graph property)
num_features() (tf_geometric.Graph property)
num_nodes() (tf_geometric.Graph property)
O
OGBNodePropPredDataset (class in tf_geometric.datasets)
P
PlanetoidDataset (class in tf_geometric.datasets)
PPIDataset (class in tf_geometric.datasets)
PubmedDataset (class in tf_geometric.datasets)
S
sag_pool() (in module tf_geometric.nn)
SAGPool (class in tf_geometric.layers)
sample_new_graph_by_node_index() (tf_geometric.Graph method)
Set2Set (class in tf_geometric.layers)
set2set() (in module tf_geometric.nn)
SGC (class in tf_geometric.layers)
sgc() (in module tf_geometric.nn)
sort_pool() (in module tf_geometric.nn)
SortPool (class in tf_geometric.layers)
SSGC (class in tf_geometric.layers)
ssgc() (in module tf_geometric.nn)
sum_graph_sage() (in module tf_geometric.nn)
SumGraphSage (class in tf_geometric.layers)
SumPool (class in tf_geometric.layers)
SupervisedCiteseerDataset (class in tf_geometric.datasets)
SupervisedCoraDataset (class in tf_geometric.datasets)
SupervisedPubmedDataset (class in tf_geometric.datasets)
T
TAGCN (class in tf_geometric.layers)
tagcn() (in module tf_geometric.nn)
tensor_spec_edge_weight (tf_geometric.Graph attribute)
to_directed() (tf_geometric.BatchGraph method)
(tf_geometric.Graph method)
topk_pool() (in module tf_geometric.nn)
TransductiveRedditDataset (class in tf_geometric.datasets)
TUDataset (class in tf_geometric.datasets)
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