Anna Bobasheva

Enhancement: Ensure compatibility with latest scikit-learn releases

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Hi tslearn team, I'm encountering warnings when callin `fit_transform` and `fit_predict` methods with recent versions of `scikit-learn` v1.6.1 It appears that `tslearn` relies on internal APIs or behaviors that have...

Feature Request: Add Built-in Subsampling Methods

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**Is your feature request related to a problem? Please describe.** I'm working with periodic time series data (e.g., EGG data) where the data points are taken with high frequency, and...

**Is your feature request related to a problem? Please describe.** Currently, `tslearn` scalers (e.g., `TimeSeriesScalerMinMax`) scale each sample time series individually. This removes differences in absolute values between samples, which...

Example amendment

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Adding four new examples for neighbors algorithm famuily. There are two copies of the same examples using different datasets "GinPoint" and "ChinaTown". Being aware of the non-desirebility of the "GunPoint"...