bugfinder.features
Module for extracting features for training purposes.
- bugfinder.features.reduction
AbstractFeatureSelector- bugfinder.features.reduction.pca
- bugfinder.features.reduction.recursive_feature_elimination
- bugfinder.features.reduction.auto_encoder
- bugfinder.features.reduction.select_from_model
- bugfinder.features.reduction.univariate_select
- bugfinder.features.reduction.variance_threshold
- bugfinder.features.reduction.sequential_feature_selector
- bugfinder.features.extraction
FlowGraphFeatureExtractorFlowGraphFeatureExtractor.extract_features()FlowGraphFeatureExtractor.extract_features_worker()FlowGraphFeatureExtractor.finalize_features()FlowGraphFeatureExtractor.get_flowgraph_count()FlowGraphFeatureExtractor.get_flowgraph_list_for_entrypoint()FlowGraphFeatureExtractor.get_label_from_flowgraph()FlowGraphFeatureExtractor.initialize_features()FlowGraphFeatureExtractor.map_features()FlowGraphFeatureExtractor.map_features_worker()
GraphFeatureExtractorGraphFeatureExtractor.check_extraction_inputs()GraphFeatureExtractor.configure_container()GraphFeatureExtractor.execute()GraphFeatureExtractor.extract_features()GraphFeatureExtractor.feature_map_filepathGraphFeatureExtractor.get_labels_from_feature_map()GraphFeatureExtractor.map_features()GraphFeatureExtractor.need_map_featuresGraphFeatureExtractor.save_labels_to_feature_map()GraphFeatureExtractor.send_commands()GraphFeatureExtractor.write_extraction_outputs()
- bugfinder.features.extraction.interproc
FeatureExtractorFeatureExtractor.catlockFeatureExtractor.catsFeatureExtractor.check_extraction_inputs()FeatureExtractor.configure_container()FeatureExtractor.configure_container_with_dict()FeatureExtractor.extract_features()FeatureExtractor.extract_features_worker()FeatureExtractor.get_flowgraph_list_for_entrypoint()FeatureExtractor.send_commands()FeatureExtractor.timeoutFeatureExtractor.write_extraction_outputs()
- bugfinder.features.extraction.bag_of_words
- bugfinder.features.extraction.bag_of_words.hops_n_flows
FeatureExtractorFeatureExtractor.configure_container()FeatureExtractor.execute()FeatureExtractor.finalize_features()FeatureExtractor.flowsFeatureExtractor.get_flowgraph_count()FeatureExtractor.get_flowgraph_list_for_entrypoint()FeatureExtractor.get_label_from_flowgraph()FeatureExtractor.max_hopsFeatureExtractor.min_hops
- bugfinder.features.extraction.bag_of_words.single_hop
- bugfinder.features.extraction.bag_of_words.any_hop
- bugfinder.features.extraction.bag_of_words.hops_n_flows
- bugfinder.features.extraction.word2vec
- bugfinder.features.extraction.node2vec
- bugfinder.features.extraction.node2vec.embeddings
- bugfinder.features.extraction.node2vec.model
- bugfinder.features.extraction.node2vec.implementation
Node2VecImplementationNode2VecImplementation.FIRST_TRAVEL_KEYNode2VecImplementation.NEIGHBORS_KEYNode2VecImplementation.NUM_WALKS_KEYNode2VecImplementation.PROBABILITIES_KEYNode2VecImplementation.P_KEYNode2VecImplementation.Q_KEYNode2VecImplementation.WALK_LENGTH_KEYNode2VecImplementation.WEIGHT_KEYNode2VecImplementation.fit()