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Install
Contribute
User Guide
API
Compatibility
Examples
Reproducibility
Changelog
Citation

GitHub
PyPI

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Plotting a time series

Approximating time series
Bag-of-words transformation
- Bag of Words
- Word Extractor
Classification algorithms
Clustering time series
- Time Series Clustering with DTW and BOSS
Dataset utilities
- Loading the GunPoint dataset
- Making a Cylinder-Bell-Funnel dataset
Decomposing time series
- Singular Spectrum Analysis
- Trend-Seasonal decomposition with Singular Spectrum Analysis
Imaging time series
Metrics
Multivariate time series
- Joint Recurrence Plot
- WEASEL+MUSE
Preprocessing tools
Transformation algorithms

Introductory examples
Bag-of-words transformation

Bag-of-words transformation#

Bag-of-words algorithms transform a sequence of symbols into a bag of words.

Bag of Words

Word Extractor

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