hist_outliers

Functions

adjust_estimation(i, k, sse, sse_one_bin)	Count sse_one_bin[i][k] using binary search.
compute_f(series, k, p, pp)	Compute F.
get_anomalies_hist(ts[, in_column, bins_number])	Get point outliers in time series using histogram model.
hist(series, bins_number)	Compute outliers indices according to hist rule.
optimal_sse(left, right, p, pp)	Count the approximation error by 1 bin from left to right elements.
v_optimal_hist(series, bins_number, p, pp)	Count an approximation error of a series with [1, bins_number] bins.