Time Series - Machine Learning Libraries in Python

sktime

A unified framework for machine learning with time series.

tslearn

Machine learning toolkit dedicated to time-series data.

tick

Module for statistical learning, with a particular emphasis on time-dependent modelling.

Prophet

Automatic Forecasting Procedure.

PyFlux

Open source time series library for Python.

bayesloop

Probabilistic programming framework that facilitates objective model selection for time-varying parameter models.

luminol

Anomaly Detection and Correlation library.

dateutil

Powerful extensions to the standard datetime module

maya

makes it very easy to parse a string and for changing timezones