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: