RussellSB/pytrendy

Detect trend in time series, drawdown, drawdown within a constant look-back window , maximum drawdown, time underwater.

Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.

Methods to get the probability of a changepoint in a time series.

STUMPY is a powerful and scalable Python library for modern time series analysis

A simple-to-use Python tool for time series anomaly detection!

Quick and Easy Time Series Outlier Detection

A Python module to detect events in data

Unified Python/CLI time-series decomposition library with native acceleration, multivariate workflows, and machine-readable outputs.

Merlion: A Machine Learning Framework for Time Series Intelligence