Timeseries Forecasting Python Packages

flaml

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

tirex-ts

TiRex: Zero-Shot Forecasting Across Long and Short Horizons with Enhanced In-Context Learning

microprediction

If you can measure it, consider it predicted

reservoirpy

A simple and flexible code for Reservoir Computing architectures like Echo State Networks

rediz

Supporting community nowcasts at www.microprediction.org

timecast-nightly

Performant, composable online learning

timemachines

Evaluation and standardization of autonomous time series prediction

spinests

spinesTS, a powerful toolset for time series prediction, is one of the cornerstones of PipelineTS.

oracle-automlx

This repository contains demo notebooks (sample code) for the AutoMLx (automated machine learning and explainability) package from Oracle Labs.

enfobench

Energy forecast benchmarking toolkit.

environmentaltools

Modular environmental management, integrating timeseries analysis, raster-based processing, decision matrices, sensor workflows, and legal-administrative support for solutions to real engineering and environmental problems

pypsf

Python implementation of the Pattern Sequence Based Forecasting (PSF) algorithm

timecast

Performant, composable online learning

tsforecasting

TSForecasting: Automated Time Series Forecasting Framework

pytsal

An easy to use open-source python framework for Time Series analysis, visualization and forecasting along with AutoTS

tspiral

A python package for time series forecasting with scikit-learn estimators.

timeseriesdatasets

The timeseriesdatasets package provides a comprehensive collection of time series datasets. It includes extensive data on topics such as stock market prices, climate and weather data, energy consumption, air passengers, cryptocurrency, sensor readings, sales records, and global temperature anomalies.

pytorch-forecasting-unofficial-hotfix

Time series forecasting with PyTorch

reservoirpy-fbessou

A simple and flexible code for Reservoir Computing architectures like Echo State Networks