forked from stellargraph/stellargraph
-
Notifications
You must be signed in to change notification settings - Fork 0
/
api.txt
executable file
·91 lines (54 loc) · 1.99 KB
/
api.txt
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
StellarGraph API
========================
Core
----------------
.. automodule:: stellargraph.core
:members: StellarGraphBase, GraphSchema
Data
----------------
.. automodule:: stellargraph.data
:members: UniformRandomWalk, BiasedRandomWalk, UniformRandomMetaPathWalk, SampledBreadthFirstWalk, SampledHeterogeneousBreadthFirstWalk, UnsupervisedSampler, EdgeSplitter, NodeSplitter, from_epgm, load_dataset_BlogCatalog3
Generators
-----------
.. automodule:: stellargraph.mapper
:members: FullBatchNodeGenerator, GraphSAGENodeGenerator, GraphSAGELinkGenerator, HinSAGENodeGenerator, HinSAGELinkGenerator, Attri2VecNodeGenerator, Attri2VecLinkGenerator
GraphSAGE model
----------------
.. automodule:: stellargraph.layer.graphsage
:members: GraphSAGE, DirectedGraphSAGE, MeanAggregator, MeanPoolingAggregator, MaxPoolingAggregator, AttentionalAggregator
HinSAGE model
----------------
.. automodule:: stellargraph.layer.hinsage
:members: HinSAGE, MeanHinAggregator
Attri2Vec model
----------------
.. automodule:: stellargraph.layer.attri2vec
:members: Attri2Vec
GCN model
-------------
.. automodule:: stellargraph.layer.gcn
:members: GCN, GraphConvolution
PPNP model
-------------
.. automodule:: stellargraph.layer.ppnp
:members: PPNPPropagationLayer, PPNP
APPNP model
-------------
.. automodule:: stellargraph.layer.appnp
:members: APPNPPropagationLayer, APPNP
GAT model
-------------
.. automodule:: stellargraph.layer.graph_attention
:members: GAT, GraphAttention, GraphAttentionSparse
Link prediction layers
------------------------
.. automodule:: stellargraph.layer.link_inference
:members: link_classification, link_regression, link_inference
Ensembles
------------------------
.. automodule:: stellargraph.utils.ensemble
:members: Ensemble, BaggingEnsemble
Calibration
------------------------
.. automodule:: stellargraph.utils.calibration
:members: expected_calibration_error, plot_reliability_diagram, TemperatureCalibration, IsotonicCalibration, fit, predict