0.0.3 • Published 5 years ago

s-h-esd v0.0.3

Weekly downloads
4
License
MIT
Repository
github
Last release
5 years ago

s-h-esd

A Node port of Seasonal Hybrid ESD (S-H-ESD), Twitter's AnomalyDetection.

Usage

timestampcount
1980-09-25 14:01:00182.478
1980-09-25 14:02:00176.231
1980-09-25 14:03:00183.917
1980-09-25 14:04:00177.798
1980-09-25 14:05:00165.469
......
const detect_ts = require('s-h-esd');
var df = [['1980-09-25 14:01:00', 182.478], ['1980-09-25 14:02:00', 176.231], ...]
var result = detect_ts(df, {max_anoms:0.02, direction:'both', only_last:'day', e_value: true, verbose:true})

demo