pygip package

Subpackages

• pygip.datasets package
  • Submodules
  • pygip.datasets.datasets module
    • CiteSeer
      • CiteSeer.load_dgl_data()
      • CiteSeer.load_pyg_data()
    • CoauthorCS
      • CoauthorCS.load_dgl_data()
      • CoauthorCS.load_pyg_data()
    • CoauthorPhysics
      • CoauthorPhysics.load_dgl_data()
      • CoauthorPhysics.load_pyg_data()
    • Collab
      • Collab.load_dgl_data()
    • Computers
      • Computers.load_dgl_data()
      • Computers.load_pyg_data()
    • Cora
      • Cora.load_dgl_data()
      • Cora.load_pyg_data()
    • Dataset
      • Dataset._generate_masks_by_classes()
      • Dataset._generate_masks_by_ratio()
      • Dataset._index_to_mask()
      • Dataset._load_meta_data()
      • Dataset.get_name()
      • Dataset.load_dgl_data()
      • Dataset.load_pyg_data()
    • ENZYMES
      • ENZYMES.load_pyg_data()
    • Facebook
      • Facebook.load_pyg_data()
    • Flickr
      • Flickr.load_dgl_data()
      • Flickr.load_pyg_data()
    • IMDB
      • IMDB.load_dgl_data()
    • LastFM
      • LastFM.load_pyg_data()
    • MUTAG
      • MUTAG.load_dgl_data()
    • NCI1
      • NCI1.load_dgl_data()
    • PROTEINS
      • PROTEINS.load_dgl_data()
    • PTC
      • PTC.load_dgl_data()
    • Photo
      • Photo.load_dgl_data()
      • Photo.load_pyg_data()
    • PolBlogs
      • PolBlogs.load_pyg_data()
    • PubMed
      • PubMed.load_dgl_data()
      • PubMed.load_pyg_data()
    • Reddit
      • Reddit.load_dgl_data()
      • Reddit.load_pyg_data()
    • Twitter
      • Twitter.load_dgl_data()
    • YelpData
      • YelpData.load_dgl_data()
    • dgl_to_tg()
    • tg_to_dgl()
  • Module contents
    • CiteSeer
      • CiteSeer.load_dgl_data()
      • CiteSeer.load_pyg_data()
    • CoauthorCS
      • CoauthorCS.load_dgl_data()
      • CoauthorCS.load_pyg_data()
    • CoauthorPhysics
      • CoauthorPhysics.load_dgl_data()
      • CoauthorPhysics.load_pyg_data()
    • Computers
      • Computers.load_dgl_data()
      • Computers.load_pyg_data()
    • Cora
      • Cora.load_dgl_data()
      • Cora.load_pyg_data()
    • Dataset
      • Dataset._generate_masks_by_classes()
      • Dataset._generate_masks_by_ratio()
      • Dataset._index_to_mask()
      • Dataset._load_meta_data()
      • Dataset.get_name()
      • Dataset.load_dgl_data()
      • Dataset.load_pyg_data()
    • Photo
      • Photo.load_dgl_data()
      • Photo.load_pyg_data()
    • PubMed
      • PubMed.load_dgl_data()
      • PubMed.load_pyg_data()
• pygip.models package
  • Subpackages
    • pygip.models.attack package
      • Subpackages
      • Submodules
      • pygip.models.attack.AdvMEA module
      • pygip.models.attack.CEGA module
      • pygip.models.attack.DataFreeMEA module
      • pygip.models.attack.base module
      • Module contents
    • pygip.models.defense package
      • Subpackages
      • Submodules
      • pygip.models.defense.BackdoorWM module
      • pygip.models.defense.ImperceptibleWM module
      • pygip.models.defense.ImperceptibleWM2 module
      • pygip.models.defense.RandomWM module
      • pygip.models.defense.SurviveWM module
      • pygip.models.defense.SurviveWM2 module
      • pygip.models.defense.base module
      • Module contents
    • pygip.models.nn package
      • Submodules
      • pygip.models.nn.backbones module
      • Module contents
  • Module contents
• pygip.utils package
  • Submodules
  • pygip.utils.dglTopyg module
    • dgl_to_pyg_data()
  • pygip.utils.hardware module
    • get_device()
    • set_device()
  • pygip.utils.metrics module
    • AttackMetric
      • AttackMetric._abc_impl
      • AttackMetric.compute()
      • AttackMetric.update()
    • ComputationMetric
      • ComputationMetric.update()
    • DefenseMetric
      • DefenseMetric._abc_impl
      • DefenseMetric.compute()
      • DefenseMetric.update()
      • DefenseMetric.update_defense_task()
      • DefenseMetric.update_defense_wm()
      • DefenseMetric.update_surrogate_task()
      • DefenseMetric.update_surrogate_wm()
      • DefenseMetric.update_target()
    • GraphNeuralNetworkMetric
      • GraphNeuralNetworkMetric.calculate_surrogate_fidelity()
      • GraphNeuralNetworkMetric.evaluate()
      • GraphNeuralNetworkMetric.evaluate_helper()
      • GraphNeuralNetworkMetric.evaluate_surrogate_extraction()
    • MetricBase
      • MetricBase._abc_impl
      • MetricBase.compute()
      • MetricBase.compute_auc()
      • MetricBase.compute_default_metrics()
      • MetricBase.compute_fidelity()
      • MetricBase.print()
      • MetricBase.reset()
      • MetricBase.update()
  • Module contents
    • GraphNeuralNetworkMetric
      • GraphNeuralNetworkMetric.calculate_surrogate_fidelity()
      • GraphNeuralNetworkMetric.evaluate()
      • GraphNeuralNetworkMetric.evaluate_helper()
      • GraphNeuralNetworkMetric.evaluate_surrogate_extraction()

Module contents