Enable javascript in your browser for better experience. Need to know to enable it? Go here.
Published : Oct 27, 2021
This blip is not on the current edition of the Radar. If it was on one of the last few editions, it is likely that it is still relevant. If the blip is older, it might no longer be relevant and our assessment might be different today. Unfortunately, we simply don't have the bandwidth to continuously review blips from previous editions of the Radar. Understand more
Oct 2021
Assess ?

Kats is a lightweight framework for performing time series analyses, recently released by Facebook Research. Time series analysis is an important area in data science; it encompasses the problem domains of forecasting, detection (including the detection of seasonalities, outliers and change points), feature extraction and multivariate analysis. Typically we tend to have different libraries for different techniques in a time series analysis. Kats though aims to be a one-stop shop for time series analyses and provides a set of algorithms and models for all the time series analysis problem domains. Previously we mentioned Prophet, also by Facebook Research, which is one of the models Kats implements for forecasting. We're looking forward to trying Kats in problems involving time series analyses.

Download the PDF



English | Español | Português | 中文

Sign up for the Technology Radar newsletter


Subscribe now

Visit our archive to read previous volumes