nsdlib.common package

Submodules

• nsdlib.common.exceptions module
  • log_error()
• nsdlib.common.models module
  • ClassificationMetrics
    • ClassificationMetrics.ACC
    • ClassificationMetrics.F1
    • ClassificationMetrics.FDR
    • ClassificationMetrics.FN
    • ClassificationMetrics.FNR
    • ClassificationMetrics.FOR
    • ClassificationMetrics.FP
    • ClassificationMetrics.FPR
    • ClassificationMetrics.N
    • ClassificationMetrics.NPV
    • ClassificationMetrics.P
    • ClassificationMetrics.PPV
    • ClassificationMetrics.TN
    • ClassificationMetrics.TNR
    • ClassificationMetrics.TP
    • ClassificationMetrics.TPR
    • ClassificationMetrics.TS
    • ClassificationMetrics.confusion_matrix
    • ClassificationMetrics.get_classification_report()
  • EnsembleSourceDetectionConfig
    • EnsembleSourceDetectionConfig.classifier_weights
    • EnsembleSourceDetectionConfig.detection_configs
    • EnsembleSourceDetectionConfig.voting_type
  • EnsembleSourceDetectionResult
    • EnsembleSourceDetectionResult.G
    • EnsembleSourceDetectionResult.IG
    • EnsembleSourceDetectionResult.config
    • EnsembleSourceDetectionResult.detected_sources
    • EnsembleSourceDetectionResult.ensemble_scores
    • EnsembleSourceDetectionResult.global_scores
  • SelectionAlgorithm
    • SelectionAlgorithm.selection_method
    • SelectionAlgorithm.selection_threshold
  • SourceDetectionConfig
    • SourceDetectionConfig.node_evaluation_algorithm
    • SourceDetectionConfig.outbreaks_detection_algorithm
    • SourceDetectionConfig.propagation_reconstruction_algorithm
    • SourceDetectionConfig.selection_algorithm
  • SourceDetectionEvaluation
    • SourceDetectionEvaluation.avg_error_distance
    • SourceDetectionEvaluation.detected_sources
    • SourceDetectionEvaluation.error_distances
    • SourceDetectionEvaluation.real_sources
  • SourceDetectionResult
    • SourceDetectionResult.G
    • SourceDetectionResult.IG
    • SourceDetectionResult.config
    • SourceDetectionResult.detected_sources
    • SourceDetectionResult.global_scores
    • SourceDetectionResult.scores_in_outbreaks
• nsdlib.common.nx_utils module
  • create_snapshot_IG()
  • create_subgraphs_based_on_outbreaks()
  • exclude_nodes()

Module contents

Common methods utilized by the app.