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Timeseries Forecasting Python Packages

Python packages with the GitHub topic timeseries-forecasting. Sorted by relevance, with stars and monthly downloads.
microsoft
flaml

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

940K 4K 560
NX-AI
tirex-ts

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

11K 273 40
microprediction
microprediction

If you can measure it, consider it predicted

7K 374 65
reservoirpy
reservoirpy

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

5K 629 144
microprediction
rediz

Supporting community nowcasts at www.microprediction.org

5K 2 4
google
timecast-nightly

Performant, composable online learning

3K 16 2
microprediction
timemachines

Evaluation and standardization of autonomous time series prediction

2K 436 55
BirchKwok
spinests

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

2K 45 9
oracle-samples
oracle-automlx

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

1K 30 6
attila-balint-kul
enfobench

Energy forecast benchmarking toolkit.

662 15 5
mcobosb
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

575 2 0
mamei16
pypsf

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

561 6 1
google
timecast

Performant, composable online learning

429 16 2
TsLu1s
tsforecasting

TSForecasting: Automated Time Series Forecasting Framework

406 30 1
KrishnanSG
pytsal

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

352 40 7
cerlymarco
tspiral

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

323 162 19
lightbluetitan
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.

267 1 1
jdb78
pytorch-forecasting-unofficial-hotfix

Time series forecasting with PyTorch

170 5K 863
reservoirpy
reservoirpy-fbessou

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

143 629 144
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