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

timecopilot-tirex

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

rediz

Supporting community nowcasts at www.microprediction.org

microprediction

If you can measure it, consider it predicted

reservoirpy

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

timemachines

Temporal online machines: streaming anomaly detection with calibrated p-values, built on skaters

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.

yug

Yug: a foundation model for zero-shot probabilistic time-series forecasting

mimosa-ml

MIMOSA: a fully-featured multi-task Gaussian process framework for analysing functional data.

timecast-nightly

Performant, composable online learning

enfobench

Energy Forecast Benchmark Toolkit is a Python project that aims to provide common tools to benchmark forecast models.

pypsf

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

tspiral

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

timecast

Performant, composable online learning

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

tsforecasting

TSForecasting: Automated Time Series Forecasting Framework

pytsal

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

reservoirpy-fbessou

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

pytorch-forecasting-unofficial-hotfix

Time series forecasting with PyTorch

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.