Usage Example for Random 2D Data
Usage Example for Random 3D Data
Python library for Multi-Dimensional Data Outlier/Anomaly Detection Machine Learning algorithm.
pip install mdodgit clone https://github.com/mddod/mdod.gitcd mdodpython setup.py installimport numpy as npimport mdodlocalFile = 'TestDataset.txt'dets= np.loadtxt(localFile,delimiter=',')# nd: value of the observation point in the new dimensionnd = 1# sn: number of statistics on the first few numbers in the order of scores from large to smallsn = 15result = mdod.md(dets,nd,sn)print(result)data1,data2,data3,data4,data5,data6data1,data2,data3,data4,data5,data6data1,data2,data3,data4,data5,data6...[value1, '[data1 data2 data3 data4 data5 data6]', '0'][value2, '[data1 data2 data3 data4 data5 data6]', '1'][value3, '[data1 data2 data3 data4 data5 data6]', '2']...