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.

Language: Python - Size: 12.4 MB - Last synced at: 11 days ago - Pushed at: over 1 year ago - Stars: 34 - Forks: 8

shapelets/khiva

An open-source library of algorithms to analyse time series in GPU and CPU.

Language: C++ - Size: 2.24 MB - Last synced at: about 1 month ago - Pushed at: almost 4 years ago - Stars: 236 - Forks: 31

patrick-kidger/generalised_shapelets

Code for "Generalised Interpretable Shapelets for Irregular Time Series"

Language: Jupyter Notebook - Size: 42.5 MB - Last synced at: 2 months ago - Pushed at: almost 2 years ago - Stars: 57 - Forks: 9

BorgwardtLab/S3M

A software package for statistically significant shapelet mining

Language: C++ - Size: 2.88 MB - Last synced at: 20 days ago - Pushed at: over 2 years ago - Stars: 53 - Forks: 8

bianchimario/MARS

Multivariate Asynchronous Random Shapelets

Language: Python - Size: 2.69 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 5 - Forks: 0

predict-idlab/GENDIS

Contains an implementation (sklearn API) of the algorithm proposed in "GENDIS: GEnetic DIscovery of Shapelets" and code to reproduce all experiments.

Language: Jupyter Notebook - Size: 158 MB - Last synced at: 3 days ago - Pushed at: almost 2 years ago - Stars: 105 - Forks: 25

g0bel1n/fast_shapelets

Implementation of Fast Shapelets: A Scalable Algorithm for Discovering Time Series Shapelets

Language: Python - Size: 5.12 MB - Last synced at: 3 months ago - Pushed at: about 2 years ago - Stars: 5 - Forks: 2

rob-med/Everything-Shapelets

This repo contains useful links to research papers and implementations of shapelets discovery/learning techniques from different sources.

Size: 2.93 KB - Last synced at: 4 months ago - Pushed at: about 8 years ago - Stars: 19 - Forks: 7

shapelets/.github

Size: 571 KB - Last synced at: 4 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

SarodYatawatta/shapeletGUI

Shapelet model creator for SAGECal

Language: C - Size: 348 KB - Last synced at: 20 days ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

shapelets/shapelets-demos

Language: Python - Size: 26.5 MB - Last synced at: about 2 months ago - Pushed at: 9 months ago - Stars: 4 - Forks: 1

jmdha/shapeon

A time series analysis method using Shapelets and Fischer Linear Discriminant.

Language: C++ - Size: 155 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

frankl1/sast

Scalable and Accurate Subsequence Transform

Language: Jupyter Notebook - Size: 1.69 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 4 - Forks: 0

Luckilyeee/motif_guided_cf

Motif-guided time series counterfactual explanations (ICPR 2022)

Language: Jupyter Notebook - Size: 674 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

stephanielees/time-series-classification-on-sensor-data

Time series classification to identify the state of human activity.

Language: Jupyter Notebook - Size: 1.7 MB - Last synced at: 22 days ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

a-bailly/adversarially_built_shapelets

Adversarially-Built Shapelets Algorithm

Language: Java - Size: 35.2 KB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 0

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

Language: C - Size: 19.8 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0

frankl1/Uncertain-Shapelet-Transform Fork of time-series-machine-learning/tsml-java

Uncertain times séries classification

Language: Java - Size: 149 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 0

frankl1/ustc

Uncertain Shapelet Transform Classification, a shapelet method for uncertain time series classification

Language: Jupyter Notebook - Size: 39 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 17 - Forks: 2

gaetanoantonicchio/DataMining-2

Repository for "Data Mining - Advanced Topics and Applications" projects exam.

Language: Jupyter Notebook - Size: 233 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 0

shapelets/khiva-csharp

C# binding for Khiva library.

Language: C# - Size: 7.56 MB - Last synced at: 29 days ago - Pushed at: about 6 years ago - Stars: 10 - Forks: 2