tslearn

timeseriesai/tsai5.3K

TS Library

A comprehensive deep learning package for time series data analysis and forecasting.

blue-yonder/tsfresh8.5K

Feature extractor

An automated feature extraction tool for time series data, removing irrelevant features and improving machine learning model performance.

sktime/sktime8K

Time Series Analysis Framework

A unified framework for machine learning with time series data analysis

dmbee/seglearn573

Time Series Tool

A machine learning tool for time series data analysis and modeling

awslabs/gluonts4.7K

Time Series Modeler

A Python package for building probabilistic models of time series data using deep learning techniques.

fzj-iek3-vsa/tsam150

Time Series Aggregator

A Python package for aggregating and analyzing time series data to accelerate model runs

x-datainitiative/tick495

Time-series analysis library

A Python module for statistical learning with an emphasis on time-dependent modeling, providing tools for machine learning, point-process modeling, and optimization.

predict-idlab/tsflex405

Time series processor

A toolkit for flexible time series processing and feature extraction.

cerlymarco/tsmoothie743

Time series smoother

A Python library providing fast and efficient smoothing and outlier detection techniques for time series data.

nixtla/mlforecast924

Forecasting library

A framework to perform time series forecasting using machine learning models on large datasets.

skforecast/skforecast1.2K

Time series forecaster

A Python library for building machine learning models to forecast time series data

sktime/pytorch-forecasting4K

Time series forecaster

A PyTorch-based package for state-of-the-art time series forecasting with deep learning architectures

unit8co/darts8.2K

Time Series Forecaster

A Python library for user-friendly time series forecasting and anomaly detection

hfawaz/dl-4-tsc1.6K

Time series classifier frameworks

This project provides a framework for evaluating and comparing different deep learning architectures for time series classification tasks.

maxbenchrist/tspreprocess60

Time series cleaner

A Python package for preprocessing time series data to improve analysis quality