Library of Time Series Methods aims to implement various time series methods for astronomical X-ray data. A lot of data is being collected by X-ray satellites set up by astronomers that is in form of time series. Time series analysis of this data is extensively done by astronomical researchers to reach at useful discoveries. Unfortunately, there is no dedicated tool that provide reliable and tested time series analysis methods for astronomical data. Stingray is an effort by open-source community that aims to provide a python package for time series analysis of X-ray data that hopefully would be a go-to package for astronomical community to carry out their research on time series data.