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dgl/docs/source/api/python/dgl.rst
2020-08-10 23:19:03 +08:00

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.. _apidgl:
dgl
=============================
.. currentmodule:: dgl
Graph Create Ops
-------------------------
.. autosummary::
:toctree: ../../generated/
graph
heterograph
from_scipy
from_networkx
bipartite_from_scipy
bipartite_from_networkx
rand_graph
rand_bipartite
knn_graph
segmented_knn_graph
Subgraph Extraction Routines
-------------------------------------
.. autosummary::
:toctree: ../../generated/
node_subgraph
edge_subgraph
node_type_subgraph
edge_type_subgraph
in_subgraph
out_subgraph
Graph Mutation Routines
---------------------------------
.. autosummary::
:toctree: ../../generated/
add_nodes
add_edges
remove_nodes
remove_edges
add_self_loop
remove_self_loop
add_reverse_edges
Graph Transform Routines
----------------------------------
.. autosummary::
:toctree: ../../generated/
reverse
to_bidirected
to_simple
to_block
compact_graphs
to_hetero
to_homo
to_networkx
line_graph
khop_graph
metapath_reachable_graph
Batching and Reading Out
-------------------------------
.. autosummary::
:toctree: ../../generated/
batch
unbatch
readout_nodes
readout_edges
sum_nodes
sum_edges
mean_nodes
mean_edges
max_nodes
max_edges
softmax_nodes
softmax_edges
broadcast_nodes
broadcast_edges
topk_nodes
topk_edges
Adjacency Related Routines
-------------------------------
.. autosummary::
:toctree: ../../generated/
khop_adj
laplacian_lambda_max
Propagate Messages by Traversals
------------------------------------------
.. autosummary::
:toctree: ../../generated/
prop_nodes
prop_nodes_bfs
prop_nodes_topo
prop_edges
prop_edges_dfs
Utilities
-----------------------------------------------
.. autosummary::
:toctree: ../../generated/
seed