shapelets
There are 22 repositories under shapelets topic.
shapelets/khiva
An open-source library of algorithms to analyse time series in GPU and CPU.
predict-idlab/GENDIS
Contains an implementation (sklearn API) of the algorithm proposed in "GENDIS: GEnetic DIscovery of Shapelets" and code to reproduce all experiments.
patrick-kidger/generalised_shapelets
Code for "Generalised Interpretable Shapelets for Irregular Time Series"
BorgwardtLab/S3M
A software package for statistically significant shapelet mining
baraline/convst
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.
frankl1/ustc
Uncertain Shapelet Transform Classification, a shapelet method for uncertain time series classification
rob-med/Everything-Shapelets
This repo contains useful links to research papers and implementations of shapelets discovery/learning techniques from different sources.
shapelets/khiva-csharp
C# binding for Khiva library.
gaetanoantonicchio/DataMining-2
Repository for "Data Mining - Advanced Topics and Applications" projects exam.
frankl1/sast
Scalable and Accurate Subsequence Transform
bianchimario/MARS
Multivariate Asynchronous Random Shapelets
g0bel1n/fast_shapelets
Implementation of Fast Shapelets: A Scalable Algorithm for Discovering Time Series Shapelets
Luckilyeee/motif_guided_cf
Motif-guided time series counterfactual explanations (ICPR 2022)
suehiro93/MILIMS_NECO
Theoretically guaranteed shapelet-learning algorithm
frankl1/Uncertain-Shapelet-Transform
Uncertain times séries classification
a-bailly/adversarially_built_shapelets
Adversarially-Built Shapelets Algorithm
SarodYatawatta/shapeletGUI
Shapelet model creator for SAGECal
vctrop/shapelet_distance_hardware_accelerator
Implementation (VHDL) and verification of the accelerator proposed in the paper "Hardware Accelerator for Shapelet Distance Computation in Time-Series Classification", from May 2020
stephanielees/time-series-classification-on-sensor-data
Time series classification to identify the state of human activity.
jmdha/shapeon
A time series analysis method using Shapelets and Fischer Linear Discriminant.