Fast DBScan implementation
This algorithem is manipulating large amounts of data and taking advantage of multithreding to achive a faster implementation of the DBScan algorithem.
The Test data will be added here and the amount of threds should vary acording to youre personal computer.
at line 97 -
pointcount = get_pointcount(Eps, data, 20)
the number 20 indicates the number of threads.
To run it on your cmputer check that the data filepath is changed as well. you will need to change line 166 -
d = np.loadtxt("/Users/rafaelelkoby/Desktop/DBScan_Python/data_1_3.txt", delimiter = ",")
Where the file path should be the path to the data file.
the data is 100,000 vectors of th 100th dimension.