Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: shapelet-transform

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: 19 days ago - Pushed: 5 months ago - Stars: 31 - Forks: 7

patrick-kidger/generalised_shapelets

Code for "Generalised Interpretable Shapelets for Irregular Time Series"

Language: Jupyter Notebook - Size: 42.5 MB - Last synced: 30 days ago - Pushed: 11 months ago - Stars: 52 - Forks: 10

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: 5 months ago - Pushed: 5 months ago - Stars: 0 - 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: about 1 year ago - Pushed: about 3 years ago - Stars: 1 - Forks: 0

luke-davidson/TimeSeriesMotionClassification

Semester project for my Machine Learning course: Classification of human motion through custom time series positional data shapelet transformations.

Language: Python - Size: 12.7 MB - Last synced: 12 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

frankl1/ustc

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

Language: Jupyter Notebook - Size: 39 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 17 - Forks: 2

mlpotter/Shapelet_Transform

Implementation of Shapelet Transformation for Classification of Time Series] https://dl.acm.org/doi/pdf/10.1145/2339530.2339579

Language: Jupyter Notebook - Size: 904 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 2 - Forks: 3

Related Keywords
shapelet-transform 7 shapelets 5 classification 4 machine-learning 4 time-series 4 time-series-classification 2 timeseries 1 asic-design 1 euclidean-distances 1 hardware-acceleration 1 normalization 1 human-motion-prediction 1 knn-classifier 1 ols-regression 1 time-series-analysis 1 time-series-data 1 naive-bayes-classifier 1 uncertain-data-mining 1 uncertain-naive-bayes 1 uncertainty-analysis 1 tsc 1 lstm 1 deeplearning 1 univariate 1 ucr-archive 1 shapelet 1 series 1 rdst 1 python 1 parallel 1 paper 1 numba 1 multivariate 1 dilation 1 convolutions 1 algorithm 1