aayushkumarjvs/RoroDataInternship
This is a straight line curve with linear rise pattern, amounting up no anomaly
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):