angus924 / hydraLinks
HYDRA: Competing convolutional kernels for fast and accurate time series classification
☆59Updated last year
Alternatives and similar repositories for hydra
Users that are interested in hydra are comparing it to the libraries listed below
Sorting:
- Multiple pooling operators and transformations for fast and effective time series classification☆112Updated 2 years ago
- MINIROCKET: A Very Fast (Almost) Deterministic Transform for Time Series Classification☆316Updated 3 years ago
- LITE: Light Inception with boosTing tEchniques for Time Series Classification☆30Updated 4 months ago
- QUANT: A Minimalist Interval Method for Time Series Classification☆23Updated 7 months ago
- This repository contains the time series segmentation benchmark (TSSB).☆77Updated 6 months ago
- Implementation of the Random Dilated Shapelet Transform algorithm along with interpretability tools. ReadTheDocs documentation is not up …☆35Updated last year
- This repository contains the source code for time series regression.☆107Updated 2 years ago
- SemiTime (ICASSP2021)☆39Updated 4 years ago
- modwt in python☆98Updated 2 years ago
- Generation and evaluation of synthetic time series datasets (also, augmentations, visualizations, a collection of popular datasets) NeurI…☆184Updated last week
- ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels☆449Updated 3 years ago
- Evaluation tools for time series machine learning algorithms.☆52Updated this week
- Time Series Feature Extraction using Deep Learning☆58Updated last month
- PyTorch implementations of neural networks for timeseries classification☆110Updated 3 years ago
- ☆28Updated 8 months ago
- An Open-Source Library for the interpretability of time series classifiers☆141Updated 10 months ago
- ClaSPy: A Python package for time series segmentation.☆125Updated 2 months ago
- TS-CHIEF☆45Updated last year
- XCM: An Explainable Convolutional Neural Network for Multivariate Time Series Classification☆48Updated 2 years ago
- Contains an implementation (sklearn API) of the algorithm proposed in "GENDIS: GEnetic DIscovery of Shapelets" and code to reproduce all …☆106Updated 2 years ago
- Multivariate Singular Spectrum Analysis (mSSA): Forecasting and Imputation algorithm for multivariate time series☆135Updated last year
- Code for "Coherent Probabilistic Aggregate Queries on Long-horizon Forecasts", IJCAI 2022☆18Updated 3 years ago
- ☆122Updated 2 years ago
- TACTiS-2: Better, Faster, Simpler Attentional Copulas for Multivariate Time Series, from ServiceNow Research☆136Updated last year
- python implementation of catch22☆86Updated 2 months ago
- A Python package for data analysis with permutation entropy and ordinal network methods.☆105Updated last month
- MTSS-GAN: Multivariate Time Series Simulation with Generative Adversarial Networks (by @firmai)☆94Updated 5 years ago
- A pip-installable PyTorch implementation of TSMixer, providing an easy-to-use and efficient solution for time-series forecasting.☆174Updated last year
- A simple feature-based time series classifier using Kolmogorov–Arnold Networks☆120Updated last year
- Results of the "Ensembles of offline changepoint detection methods" research to reproduce☆45Updated 2 years ago