ucr-archive

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White-Link / UnsupervisedScalableRepresentationLearningTimeSeries

Unsupervised Scalable Representation Learning for Multivariate Time Series: Experiments

machine-learning deep-learning time-series pytorch neural-networks triplet-loss time-series-classification neurips-2019 ucr-archive uea-archive

Updated Jul 31, 2024
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baraline / convst

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Implementation of the Random Dilated Shapelet Transform algorithm along with interpretability tools. ReadTheDocs documentation is not up to date with the current version for now.

python machine-learning algorithm time-series paper parallel series classification multivariate numba dilation shapelets time-series-classification univariate convolutions shapelet-transform shapelet ucr-archive rdst

Updated Jan 11, 2024
Python

finloop / usad-on-ucr-data

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USAD model on UCR Time Series Anomaly Archive

pytorch anomaly-detection ucr-archive usad

Updated Oct 22, 2021
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ZLiu21 / SoftShape

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892C

This is an official pytorch implementation for paper "Learning Soft Sparse Shapes for Efficient Time-Series Classification" (ICML-25, Spotlight).

deep-learning time-series neural-networks classification representation-learning time-series-analysis shapelets time-series-classification cnn-classification mixture-of-experts ucr-archive

Updated Jun 9, 2025
Python

SophiaVei / Time-Series-Classification-Review

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deep-learning-algorithms time-series-classification ucr-archive dictionary-based-algorithms distance-based-algorithms feature-based-algorithms interval-based-algorithms convolution-based-algorithms

Updated Aug 21, 2024
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ucr-archive

Here are 5 public repositories matching this topic...

White-Link / UnsupervisedScalableRepresentationLearningTimeSeries

baraline / convst

finloop / usad-on-ucr-data

ZLiu21 / SoftShape

SophiaVei / Time-Series-Classification-Review

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