All modules for which code is available

  • pyts.approximation.dft
  • pyts.approximation.mcb
  • pyts.approximation.paa
  • pyts.approximation.sax
  • pyts.approximation.sfa
  • pyts.bag_of_words.bow
  • pyts.base
  • pyts.classification.bossvs
  • pyts.classification.knn
  • pyts.classification.learning_shapelets
  • pyts.classification.saxvsm
  • pyts.classification.time_series_forest
  • pyts.classification.tsbf
  • pyts.datasets.load
  • pyts.datasets.make
  • pyts.datasets.ucr
  • pyts.datasets.uea
  • pyts.decomposition.ssa
  • pyts.image.gaf
  • pyts.image.mtf
  • pyts.image.recurrence
  • pyts.metrics.boss
  • pyts.metrics.dtw
  • pyts.multivariate.classification.multivariate
  • pyts.multivariate.image.joint_rp
  • pyts.multivariate.transformation.multivariate
  • pyts.multivariate.transformation.weasel_muse
  • pyts.multivariate.utils.utils
  • pyts.preprocessing.discretizer
  • pyts.preprocessing.imputer
  • pyts.preprocessing.scaler
  • pyts.preprocessing.transformer
  • pyts.transformation.bag_of_patterns
  • pyts.transformation.boss
  • pyts.transformation.rocket
  • pyts.transformation.shapelet_transform
  • pyts.transformation.weasel
  • pyts.utils.utils
  • sklearn.base
  • sklearn.utils._set_output
 

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A Python Package for Time Series Classification

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Getting Started

  • Installation, testing and development
  • Contributing guide

Documentation

  • User guide
  • API Documentation
  • Scikit-learn compatibility

Tutorial - Examples

  • Introductory examples
  • Approximating time series
  • Bag-of-words transformation
  • Classification algorithms
  • Clustering time series
  • Dataset utilities
  • Decomposing time series
  • Imaging time series
  • Metrics
  • Multivariate time series
  • Preprocessing tools
  • Transformation algorithms

Additional Information

  • Reproducibility
  • Change Log
  • Citation

Related Topics

  • Documentation overview

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