shapelets

There are 2 repositories under shapelets topic.

shapelets / khiva
An open-source library of algorithms to analyse time series in GPU and CPU.
khiva gpu data-series multicore cpp time-series opencl cuda matrix-profile shapelets snippets motifs discords distances clustering kshape timeseries
Language:C++ 225
IBCNServices / GENDIS
Contains an implementation (sklearn API) of the algorithm proposed in "GENDIS: GEnetic DIscovery of Shapelets" and code to reproduce all experiments.
data-mining timeseries-analysis evolutionary-algorithms shapelets time-series-analysis
Language:Jupyter Notebook 102
BorgwardtLab / S3M
A software package for statistically significant shapelet mining
time-series time-series-analysis time-series-analysis-tool significant-pattern-mining shapelets biomedical-data-science biomedical
Language:C++ 52
patrick-kidger / generalised_shapelets
Code for "Generalised Interpretable Shapelets for Irregular Time Series"
machine-learning time-series shapelets shapelet-transform
Language:Jupyter Notebook 52
convst
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.
time-series-classification shapelet-transform shapelets ucr-archive algorithm series univariate paper convolutions python machine-learning dilation rdst classification multivariate numba parallel shapelet time-series
Language:Python 31
frankl1 / ustc
Uncertain Shapelet Transform Classification, a shapelet method for uncertain time series classification
time-series classification uncertainty-analysis uncertain-data-mining shapelets shapelet-transform naive-bayes-classifier uncertain-naive-bayes
Language:Jupyter Notebook 21
rob-med / Everything-Shapelets
This repo contains useful links to research papers and implementations of shapelets discovery/learning techniques from different sources.
data-analysis data-mining shapelets time-series-analysis timeseries
18
shapelets / khiva-csharp
C# binding for Khiva library.
khiva csharp gpu time-series matrix-profile shapelets snippets discords timeseries opencl cuda clustering kshape distances multicore data-series
Language:C# 10
gaetanoantonicchio / DataMining-2
Repository for "Data Mining - Advanced Topics and Applications" projects exam.
data-mining echonest machine-learning spotify classification optics shapelets keras imbalanced-learning k-modes smote-sampling lime random-forest adaboost neural-network autoencoders motifs time-series-clustering time-series
Language:Jupyter Notebook 5
frankl1 / sast
Scalable and Accurate Subsequence Transform
time-series classification-algorithm shapelets interpretability
Language:Jupyter Notebook 4
shapelets / shapelets-demo
data-science time-series data-visualization data-structures python shapelets
Language:Python 4
suehiro93 / MILIMS_NECO
Theoretically guaranteed shapelet-learning algorithm
time-series-classification multiple-instance-learning shapelets shapelet machine-learning boosting local-features
Language:R 4
g0bel1n / fast_shapelets
Implementation of Fast Shapelets: A Scalable Algorithm for Discovering Time Series Shapelets
classification sax shapelets time-series
Language:Python 3
frankl1 / Uncertain-Shapelet-Transform
Uncertain times séries classification
machine-learning time-series classification clustering shapelets uncertainty
Language:Java 2
a-bailly / adversarially_built_shapelets
Adversarially-Built Shapelets Algorithm
time-series classification java9 shapelets adversarial-example
Language:Java 1
Luckilyeee / motif_guided_cf
Motif-guided time series counterfactual explanations (ICPR 2022)
counterfactual-explanations explainable-ai shapelets time-series-classification
Language:Jupyter Notebook 1
shapeletGUI
SarodYatawatta / shapeletGUI
Shapelet model creator for SAGECal
sagecal shapelets calibration accelerated-projection-based-consensus
Language:C 1
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
shapelets shapelet-transform asic-design hardware-acceleration time-series-classification machine-learning euclidean-distances normalization
Language:C 1
shapelets / .github
data-science time-series data-visualization data-structures python shapelets
0
stephanielees / time-series-classification-on-sensor-data
Time series classification to identify the state of human activity.
classification deeplearning lstm shapelet-transform shapelets timeseries
Language:Jupyter Notebook 0