/ docs / pyod.models.graph.rst
pyod.models.graph.rst
 1  Graph Detectors
 2  ================
 3  
 4  PyOD has 8 graph anomaly detectors built on PyTorch Geometric (``pip install pyod[graph]``). All transductive in v1. Rankings from `BOND <https://arxiv.org/abs/2206.10071>`_ (NeurIPS 2022).
 5  
 6  See :doc:`examples/graph` for usage and input format.
 7  
 8  pyod.models.pyg\_scan module
 9  ------------------------------
10  
11  .. automodule:: pyod.models.pyg_scan
12      :members:
13      :exclude-members: get_params, set_params
14      :undoc-members:
15      :show-inheritance:
16  
17  
18  pyod.models.pyg\_radar module
19  -------------------------------
20  
21  .. automodule:: pyod.models.pyg_radar
22      :members:
23      :exclude-members: get_params, set_params
24      :undoc-members:
25      :show-inheritance:
26  
27  
28  pyod.models.pyg\_anomalous module
29  -----------------------------------
30  
31  .. automodule:: pyod.models.pyg_anomalous
32      :members:
33      :exclude-members: get_params, set_params
34      :undoc-members:
35      :show-inheritance:
36  
37  
38  pyod.models.pyg\_dominant module
39  ----------------------------------
40  
41  .. automodule:: pyod.models.pyg_dominant
42      :members:
43      :exclude-members: get_params, set_params
44      :undoc-members:
45      :show-inheritance:
46  
47  
48  pyod.models.pyg\_anomalydae module
49  -------------------------------------
50  
51  .. automodule:: pyod.models.pyg_anomalydae
52      :members:
53      :exclude-members: get_params, set_params
54      :undoc-members:
55      :show-inheritance:
56  
57  
58  pyod.models.pyg\_cola module
59  -------------------------------
60  
61  .. automodule:: pyod.models.pyg_cola
62      :members:
63      :exclude-members: get_params, set_params
64      :undoc-members:
65      :show-inheritance:
66  
67  
68  pyod.models.pyg\_conad module
69  --------------------------------
70  
71  .. automodule:: pyod.models.pyg_conad
72      :members:
73      :exclude-members: get_params, set_params
74      :undoc-members:
75      :show-inheritance:
76  
77  
78  pyod.models.pyg\_guide module
79  --------------------------------
80  
81  .. automodule:: pyod.models.pyg_guide
82      :members:
83      :exclude-members: get_params, set_params
84      :undoc-members:
85      :show-inheritance: