Examples#
Forecasting#
Classification#
Time Series Classification, Regression, Clustering & More
Multi-variate time series classification using a simple CNN
Multi-variate time series classification using a simple CNN
Multi-variate time series classification using InceptionTime
Channel Selection in Multivariate Time Series Classification
Dictionary based time series classification in sktime
Early time series classification with sktime
Interval based time series classification in sktime
Regression#
To come!
Clustering#
Annotation#
Transformation#
Overview of this notebook
Transformers cheat sheets
4 Forecasting Pipelines, Tuning, and AutoML
The Canonical Time-series Characteristics (catch22) transform
Feature extraction with tsfresh transformer
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Time series interpolating with sktime
MiniRocket
Demo of the PlateauFinder transformer
Demo of ROCKET transform
The Signature Method with Sktime
Theta Lines transformer