Python nth_nodes_motifの例

コード例 #1

ファイル: ParametersConf.py プロジェクト: ovednagar/subgraph_al_keren

    "average_neighbor_degree": FeatureMeta(AverageNeighborDegreeCalculator, {"avg_nd"}),
    "betweenness_centrality": FeatureMeta(BetweennessCentralityCalculator, {"betweenness"}),
    "bfs_moments": FeatureMeta(BfsMomentsCalculator, {"bfs"}),
    "closeness_centrality": FeatureMeta(ClosenessCentralityCalculator, {"closeness"}),
    # "communicability_betweenness_centrality": FeatureMeta(CommunicabilityBetweennessCentralityCalculator,
    #                                                       {"communicability"}),
    "eccentricity": FeatureMeta(EccentricityCalculator, {"ecc"}),
    "fiedler_vector": FeatureMeta(FiedlerVectorCalculator, {"fv"}),
    # "flow": FeatureMeta(FlowCalculator, {}),
    "general": FeatureMeta(GeneralCalculator, {"gen"}),
    # Isn't OK - also in previous version
    # "hierarchy_energy": FeatureMeta(HierarchyEnergyCalculator, {"hierarchy"}),
    "k_core": FeatureMeta(KCoreCalculator, {"kc"}),
    "load_centrality": FeatureMeta(LoadCentralityCalculator, {"load_c"}),
    "louvain": FeatureMeta(LouvainCalculator, {"lov"}),
    "motif3": FeatureMeta(nth_nodes_motif(3), {"m3"}),
    # "multi_dimensional_scaling": FeatureMeta(MultiDimensionalScalingCalculator, {"mds"}),
    # "page_rank": FeatureMeta(PageRankCalculator, {"pr"}),
    "motif4": FeatureMeta(nth_nodes_motif(4), {"m4"}),
    # "first_neighbor_histogram": FeatureMeta(nth_neighbor_calculator(1), {"fnh", "first_neighbor"}),
    # "second_neighbor_histogram": FeatureMeta(nth_neighbor_calculator(2), {"snh", "second_neighbor"}),
}

REBUILD_FEATURES = False
RE_PICK_FTR = False



class DistType(Enum):
    Euclidian = "euclidean"
    OneClass = "one_class"

コード例 #2

ファイル: refael_data_loader.py プロジェクト: ovednagar/subgraph_al_keren

    FeatureMeta(EccentricityCalculator, {"ecc"}),
    "fiedler_vector":
    FeatureMeta(FiedlerVectorCalculator, {"fv"}),
    # "flow": FeatureMeta(FlowCalculator, {}),
    "general":
    FeatureMeta(GeneralCalculator, {"gen"}),
    # Isn't OK - also in previous version
    # "hierarchy_energy": FeatureMeta(HierarchyEnergyCalculator, {"hierarchy"}),
    "k_core":
    FeatureMeta(KCoreCalculator, {"kc"}),
    "load_centrality":
    FeatureMeta(LoadCentralityCalculator, {"load_c"}),
    "louvain":
    FeatureMeta(LouvainCalculator, {"lov"}),
    "motif3":
    FeatureMeta(nth_nodes_motif(3), {"m3"}),
    # "multi_dimensional_scaling": FeatureMeta(MultiDimensionalScalingCalculator, {"mds"}),
    # "page_rank": FeatureMeta(PageRankCalculator, {"pr"}),
    "motif4":
    FeatureMeta(nth_nodes_motif(4), {"m4"}),
    # "first_neighbor_histogram": FeatureMeta(nth_neighbor_calculator(1), {"fnh", "first_neighbor"}),
    # "second_neighbor_histogram": FeatureMeta(nth_neighbor_calculator(2), {"snh", "second_neighbor"}),
}

SOURCE = 'SourceID'
DEST = 'DestinationID'
DURATION = 'Duration'
TIME = 'StartTime'
COMMUNITY = 'Community'
TARGET = 'target'