aayushkumarjvs/RoroDataInternship
In univariate, sine wave curve the after plot there exists no amount of discords or anomaly as the sine wave exhibits a recurrent pattern than that of an abnormal pattern
So, as the plot contains of 5002 samples of sine wave data and ranging from a frequency from (-1,1). Most of the anomailes are detected from a prior existing piece of code that is the z-normalized script and the discord script, which consists of two functions which are as follows:-
Of these two we even have the flexibility of changing our parameters which are the selection of window size, z_threshold, length of the series
find_discords_brute_force(series, win_size, num_discords=2, z_threshold=0.01):
find_best_discord_brute_force(series, win_size, global_registry, z_threshold=0.01):
