tslearn

TS Library

A Python toolkit for time series analysis and machine learning algorithms

The machine learning toolkit for time series analysis in Python

GitHub

3k stars
60 watching
340 forks
Language: Python
last commit: 5 months ago
Linked from 2 awesome lists

dtwdynamic-time-warpingmachine-learningmachine-learning-algorithmsmachinelearningpythontime-seriestime-series-analysistime-series-classificationtime-series-clusteringtimeseries

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
timeseriesai/tsai A comprehensive deep learning package for time series data analysis and forecasting. 5,262
blue-yonder/tsfresh An automated feature extraction tool for time series data, removing irrelevant features and improving machine learning model performance. 8,435
sktime/sktime A unified framework for time series analysis and machine learning 7,968
dmbee/seglearn A machine learning tool for time series data analysis and modeling 571
awslabs/gluonts A Python package for building probabilistic models of time series data using deep learning techniques. 4,629
fzj-iek3-vsa/tsam A Python package for aggregating and analyzing time series data to accelerate model runs 148
x-datainitiative/tick A Python module for statistical learning with an emphasis on time-dependent modeling, providing tools for machine learning, point-process modeling, and optimization. 491
predict-idlab/tsflex A toolkit for flexible time series processing and feature extraction. 402
cerlymarco/tsmoothie A Python library providing fast and efficient smoothing and outlier detection techniques for time series data. 741
nixtla/mlforecast A Python library for scalable machine learning-based time series forecasting with efficient feature engineering and out-of-the-box compatibility. 899
skforecast/skforecast A Python library for building machine learning models to forecast time series data 1,156
sktime/pytorch-forecasting A PyTorch-based package for state-of-the-art time series forecasting with deep learning architectures 4,001
unit8co/darts A Python library for user-friendly time series forecasting and anomaly detection 8,087
hfawaz/dl-4-tsc This project provides a framework for evaluating and comparing different deep learning architectures for time series classification tasks. 1,558
maxbenchrist/tspreprocess A Python package for preprocessing time series data to improve analysis quality 60