Time Series Regression Python Packages

sktime

A unified framework for machine learning with time series

aeon

A toolkit for time series machine learning and deep learning

fastcan

A fast canonical-correlation-based search algorithm for feature selection, system identification, data pruning, etc.

tsml

A toolkit for time series machine learning algorithms that don't fit in aeon. Use aeon instead if you can!

deep-rehab-pile

A Standardized Benchmark for Skeleton-Based Rehabilitation Assessment Using Deep Learning

sktime-dl

DEPRECATED, now in sktime - companion package for deep learning based on TensorFlow

sktime-backup

A unified framework for machine learning with time series

narxpy

NARX Pytorch implementation

sktime-legacy

scikit-learn compatible toolbox for learning with time series/panel data

skytime

A unified framework for machine learning with time series