Time Series Library

Time Series Library

Python

• scikit-learn
• pyts : KNN, shapelets, tree-based, bag-of-words, image, random convolution https://github.com/johannfaouzi/pyts
• sktime : KNN, shapelets, tree-based, bag-of-words, random convolution, ensemble https://github.com/sktime/sktime
• sktime-dl : deep learning
• tslearn : KNN, kernels, shapelets, deep learning
• seglearn
• tsfresh
• tslearn https://github.com/tslearn-team/tslearn
• cesium https://github.com/cesium-ml/cesium
• aeon-toolkit/aeon: A unified framework for machine learning with time series
• darts https://github.com/unit8co/darts
• tsai https://github.com/timeseriesAI/tsai
• manufacturingnet BaratiLab/ManufacturingNet
• thuml/Time-Series-Library: A Library for Advanced Deep Time Series Models. including SoTA timesNet Manufacturing Net
• nixtla Nixtla/neuralforecast
• pypots WenjieDu/PyPOTS

Time Series PHM

• Welcome, Onebone! — onebone documentation

References

• faouziTimeSeriesClassification2022