Kats¶

This is a collection of time series projects from Facebook Research. This collection includes the standalone project Prophet.

Logo
Website	https://facebookresearch.github.io/Kats/
Repository	https://github.com/facebookresearch/Kats
Byline	Kats is a toolkit to analyze time series data, a lightweight, easy-to-use, and generalizable framework to perform time series analysis.
License	MIT
Project age	1 years 8 months
Backers	FaceBook (Creator and maintainer)
Lastest News (2022-03-15)	v0.2.0 This is our 2nd major release since June 2021. more
Size score (1 to 10, higher is better)	4.5
Trend score (1 to 10, higher is better)	5.25

Education Resources¶

URL	Resource Type	Description
https://github.com/facebookresearch/Kats/tree/master/tutorials	Example Code	Project tutorial
https://facebookresearch.github.io/Kats/api/	Documentation	Official project documentation.

Git Commit Statistics¶

Statistics computed using Git data through November 30, 2022.

Statistic	Lifetime	Last 12 Months
Commits	14,829	3,900
Lines committed	8,126,838	870,210
Unique committers	123	76
Core committers	11	13

../_images/facebookresearch_kats-monthly-commits.png

Similar Projects¶

Project	Size Score	Trend Score	Byline
Darts	5.25	6.25	A python library for easy manipulation and forecasting of time series.
Merlion	2.75	5.5	A Machine Learning Framework for Time Series Intelligence
Orbit	3.25	5.5	A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
Prophet	6.0	4.0	Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
PyTorch Forecasting	3.5	6.5	Time series forecasting with PyTorch