jiapingz / shapeDTW
A shape-embedded dynamic time warping (DTW) algorithm. To the best of our knowledge, shapeDTW beats all other DTW variants on UCR time series datasets.
☆92Updated 8 years ago
Alternatives and similar repositories for shapeDTW:
Users that are interested in shapeDTW are comparing it to the libraries listed below
- DTW算法的MATLAB实现☆25Updated last year
- Python extension for UCR Suite highly optimized subsequence search using Dynamic Time Warping (DTW)☆120Updated 5 years ago
- A script to use the PyWavelet library to perform denoising on a signal using a multi-level signal decomposition using a discrete wavelet …☆109Updated 5 years ago
- DBA: Averaging for Dynamic Time Warping☆188Updated 4 years ago
- Comprehensive dynamic time warping module for python☆108Updated 2 years ago
- r and matlab code, datasets, published papers for my phd study 2011-2015☆44Updated 8 years ago
- Python implementation of the Learning Time-Series Shapelets method, that learns a shapelet-based time-series classifier with gradient des…☆222Updated 5 years ago
- Online EM algorithms for hidden Markov and semi-Markov models + applications to audio segmentation and clustering☆71Updated 9 years ago
- The MATLAB Synchrosqueezing Toolbox☆76Updated 5 years ago
- A GP-GPU/CPU Dynamic Time Warping (DTW) implementation for the analysis of Multivariate Time Series (MTS).☆46Updated 5 years ago
- Sequence-to-sequence autoencoder for unsupervised learning of nonlinear dynamics (Tensorflow).☆29Updated 3 years ago
- Greedy Gaussian Segmentation☆99Updated 2 years ago
- Python implementation of Symbolic Aggregate approXimation☆104Updated 6 years ago
- Clustering using tslearn for Time Series Data.☆48Updated 2 years ago
- ☆16Updated 8 years ago
- Variational Mode Decomposition for Python☆58Updated 4 years ago
- Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification☆141Updated 6 years ago
- Python 3.6+ (only)☆112Updated 6 years ago
- ☆33Updated 3 years ago
- A library for hidden semi-Markov models with explicit durations☆84Updated 3 years ago
- Unsupervised feature learning based on sparse-filtering☆55Updated 10 years ago
- Online Robust Principal Component Analysis☆94Updated 5 years ago
- Digital signal analysis library for python. The library includes such methods of the signal analysis, signal processing and signal parame…☆134Updated 2 years ago
- AutoEncoder for Multivariate Time Series☆26Updated 7 years ago
- 1D synchrosqueezed wave packet transforms (SSWPT): Analyzing instantaneous properties (instantaneous frequencies, phases and amplitude…☆50Updated 7 years ago
- Deep Neural Network Ensembles for Time Series Classification☆111Updated last year
- Multivariate LSTM Fully Convolutional Networks for Time Series Classification☆102Updated 6 years ago
- GRU-FCN model for univariate time series classification☆26Updated 5 years ago
- This project is the pytorch implementation version of Multilevel Wavelet Decomposition Network.☆99Updated 6 years ago
- ☆29Updated 8 years ago