TimeSeriesAnalysis.md

Algorithm

yahoo/egads

MicroSoft Time Series Anomaly Detection

Breakout Detection via Robust E-Statistics

Anomaly Detection with R

Forecasting: principles and practice

Anomalous time series package for R

如何在Python中用LSTM网络进行时间序列预测

facebook/prophet---Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

DataSet

NAB--The Numenta Anomaly Benchmark

practice

Kaggle网站流量预测任务第一名解决方案：从模型到代码详解时序预测

kaggle-web-traffic---Kaggle Web Traffic Time Series Forecasting

APPDynamic智能运维里的时间序列：预测、异常检测和根源分析