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time-series-clustering

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tslearn-team /tslearn

The machine learning toolkit for time series analysis in Python

python machine-learning timeseries time-series dtw machine-learning-algorithms machinelearning dynamic-time-warping time-series-analysis time-series-clustering time-series-classification

UpdatedDec 17, 2025
Python

aeon-toolkit /aeon

A toolkit for time series machine learning and deep learning

data-science machine-learning data-mining deep-learning time-series neural-network scikit-learn forecasting time-series-analysis time-series-clustering time-series-classification time-series-regression time-series-segmentation time-series-anomaly-detection

UpdatedDec 16, 2025
Python

Time-series-classification-and-clustering-with-Reservoir-Computing

FilippoMB /Time-series-classification-and-clustering-with-Reservoir-Computing

Implement Reservoir Computing models for time series classification, clustering, forecasting, and much more!

machine-learning-algorithms echo-state-networks reservoir-computing time-series-clustering time-series-classification time-series-forecasting probabilistic-forecasting missing-data-imputation phase-space-reconstruction

UpdatedMar 15, 2025
Python

TheDatumOrg /kshape-python

Python implementation of k-Shape

python timeseries clustering time-series-clustering timeseries-analysis kshape

UpdatedOct 5, 2023
Python

python-time-series-handbook

FilippoMB /python-time-series-handbook

Book and material for the course "Time series analysis with Python" (STA-2003)

course signal-processing recurrent-neural-networks quantitative-finance reservoir-computing arima chaos-theory prophet kalman-filter time-series-analysis fourier-transform time-series-clustering moving-average time-series-classification exponential-smoothing time-series-forecasting stationarity non-linear-dynamics multivariate-time-series unit-root-test

UpdatedJun 28, 2025
Jupyter Notebook

baggepinnen /DynamicAxisWarping.jl

Dynamic Time Warping (DTW) and related algorithms in Julia, at Julia speeds

time-series signal-processing distance-measures signal-analysis dynamic-time-warping optimal-transport time-series-analysis time-series-clustering soft-dtw dynamic-frequency-warping

UpdatedNov 4, 2025
Julia

PetoLau /TSrepr

TSrepr: R package for time series representations

data-science data-mining r time-series data-analysis representation r-package data-mining-algorithms time-series-analysis time-series-clustering time-series-classification time-series-data-mining time-series-representations

UpdatedJul 12, 2020
R

PetoLau /petolau.github.io

Blog about time series data mining in R.

blog data-science machine-learning data-mining r time-series data-visualization artificial-intelligence forecasting data-analysis time-series-analysis time-series-clustering time-series-prediction time-series-forecasting time-series-data-mining

UpdatedJan 11, 2024
HTML

TheDatumOrg /kshape-matlab

Matlab implementation for k-Shape

time-series clustering matlab time-series-analysis time-series-clustering unsupervised-clustering

UpdatedFeb 8, 2023
MATLAB

masatakashiwagi /analysis-tslearn

Clustering using tslearn for Time Series Data.

python machine-learning time-series-analysis time-series-clustering tslearn kshape

UpdatedJul 29, 2022
Jupyter Notebook

nla-group /fABBA

A Python library for the fast symbolic approximation of time series

machine-learning time-series dimensionality-reduction time-series-analysis time-series-clustering time-series-classification time-series-forecasting symbolic-aggregate-approximation symbolic-representation

UpdatedDec 14, 2025
Python

boniolp /kGraph

Graph Embedding for Interpretable Time Series Clustering

python time-series graph clustering python3 networkx time-series-analysis interpretability graph-representation time-series-clustering graph-embedding

UpdatedMay 13, 2025
Python

lnferreira /time_series_clustering_via_community_detection

Code used in the paper "Time Series Clustering via Community Detection in Networks"

time-series paper community-detection complex-networks time-series-clustering

UpdatedJan 8, 2020
R

TheDatumOrg /UCRArchiveFixes

2018 UCR Time-Series Archive: Backward Compatibility, Missing Values, and Varying Lengths

time-series interpolation archive resampling datasets ucr time-series-analysis time-series-clustering time-series-classification missing-values varying-lengths

UpdatedNov 26, 2020
MATLAB

PetoLau /CoronaDash

COVID-19 spread shiny dashboard with a forecasting model, countries' trajectories graphs, and cluster analysis tools

time-series shiny clustering forecasting rstats epidemics cluster-analysis shinydashboard time-series-analysis time-series-clustering time-series-forecasting forecasting-model coronavirus coronavirus-tracking epidemic-data covid-19 covid-virus forecasting-covid-19

UpdatedOct 1, 2020
R

murali1996 /time_series_classification_prediction

Different deep learning architectures are implemented for time series classification and prediction purposes.

deep-learning tensorflow keras python3 spyder nueral-networks time-series-clustering time-series-classification time-series-prediction

UpdatedNov 9, 2019
Python

zauri /clustering

Sequence clustering using k-means with dynamic time warping (DTW) and Damerau-Levenshtein distance as similarity measures

python clustering dynamic-time-warping time-series-clustering k-means-clustering damerau-levenshtein-distance

UpdatedAug 16, 2022
Python

huytjuh /Subsequence-Time-Series-Clustering

Extending state-of-the-art Time Series Forecasting with Subsequence Time Series (STS) Clustering to enforce model seasonality adaptation.

anomaly-detection time-series-clustering fourier-methods seasonality univariate-timeseries

UpdatedOct 19, 2022
Python

protti /FeatTS

FeatTS is a Semi-Supervised Clustering method that leverages features extracted from the raw time series to create clusters that reflect the original time series.

time-series clustering papers time-series-clustering features-extraction

UpdatedJul 22, 2024
Python

nla-group /ABBA

A symbolic time series representation building Brownian bridges

time-series time-series-clustering

UpdatedJul 6, 2023
Python

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