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oddball_py3
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Python3 implementation of oddball
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# oddball_py3 Python3 implementation of oddball This is the Python3 implementation of oddball. For more detail, you can see: Akoglu L., McGlohon M., Faloutsos C.(2010) oddBall: Spotting Anomalies in Weighted Graphs. ## Environments networkx (version: 2.1) numpy scikit_learn You can use the following command to download the environments directly. ``` pip install -r requirements.txt ``` ## Run The input is a weighted undirected graph which format is 'edge1 edge2 weight'. ### Options: --input: input file --output: output file --lof: Use LOF. 0: not use. 1: use. Default value is 0. --anomaly_type: Anomaly Type. 1:star_or_clique. 2:heavy_vicinity. 3:dominant_edge. You can use --help for more details. Here is a sample. ``` python main.py --input inputFile --output outputFile --lof 0 --anomaly_type 1 ``` ### Miscellaneous Hope you will like this repository and have fun. Don't forget a star, lol~
