darts

awslabs/gluonts4.7K

Time Series Modeler

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

timeseriesai/tsai5.3K

TS Library

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

sktime/pytorch-forecasting4K

Time series forecaster

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

skforecast/skforecast1.2K

Time series forecaster

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

blue-yonder/tsfresh8.5K

Feature extractor

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

uber/orbit1.9K

Time series forecaster

A Python package for Bayesian time series forecasting and inference with probabilistic programming languages under the hood.

arundo/adtk1.1K

Anomaly detector

A toolkit for rule-based and unsupervised anomaly detection in time series data

kdd-opensource/deepadots571

Time Series Detector

A benchmarking pipeline for evaluating anomaly detection methods on time series data using deep learning algorithms

nixtla/statsforecast4K

Time series forecaster

A fast and accurate Python library for forecasting time series data using various statistical and econometric models

jpeg729/pytorch_bits79

Time-series model tester

An experimental framework for developing and testing deep learning models on time-series prediction tasks

numaproj/numalogic168

Time series analytics toolkit

A collection of machine learning models and tools for real-time time series data analytics and anomaly detection

alkaline-ml/pmdarima1.6K

Time series analyzer

A statistical library for time series analysis and forecasting

pgmpy/pgmpy2.8K

Bayesian network library

A Python package for working with Bayesian Networks and related models.

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.

tslearn-team/tslearn2.9K

TS Library

A Python toolkit for time series analysis and machine learning algorithms