angus924 / hydra
HYDRA: Competing convolutional kernels for fast and accurate time series classification
☆53Updated 8 months ago
Alternatives and similar repositories for hydra:
Users that are interested in hydra are comparing it to the libraries listed below
- Multiple pooling operators and transformations for fast and effective time series classification☆104Updated 2 years ago
- MINIROCKET: A Very Fast (Almost) Deterministic Transform for Time Series Classification☆301Updated 3 years ago
- QUANT: A Minimalist Interval Method for Time Series Classification☆22Updated last month
- LITE: Light Inception with boosTing tEchniques for Time Series Classification☆25Updated last month
- Implementation of the Random Dilated Shapelet Transform algorithm along with interpretability tools. ReadTheDocs documentation is not up …☆33Updated last year
- This repository contains the source code for time series regression.☆100Updated last year
- This repository contains the time series segmentation benchmark (TSSB).☆70Updated 2 weeks ago
- Evaluation tools for time series machine learning algorithms.☆50Updated this week
- XCM: An Explainable Convolutional Neural Network for Multivariate Time Series Classification☆49Updated 2 years ago
- ClaSPy: A Python package for time series segmentation.☆103Updated 4 months ago
- ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels☆434Updated 3 years ago
- Probabilistic Forecast of a Multivariate Time Series using the Temporal Fusion Transformer & PyTorch Lightning☆17Updated 2 years ago
- Discussion, problems and donations of data hosted at☆47Updated last year
- This is a PyTorch implementation of ConvTran☆156Updated 3 weeks ago
- modwt in python☆93Updated last year
- Time Series Feature Extraction using Deep Learning☆58Updated last year
- Hand-Crafted Convolutional Filters 4 Time Series☆14Updated 8 months ago
- Motiflets☆48Updated this week
- ☆19Updated last year
- Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey☆30Updated last year
- ☆27Updated 2 months ago
- This repository contains the implementation of paper Temporal Fusion Transformers for Interpretable Multi-horizon Time Series Forecastin…☆80Updated last month
- python implementation of catch22☆81Updated 7 months ago
- ☆73Updated 8 months ago
- TS-CHIEF☆43Updated 6 months ago
- Time-Series models for multivariate and multistep forecasting, regression, and classification☆62Updated 3 years ago
- PyTorch Implementation of "TSMixer: An All-MLP Architecture for Time Series Forecasting"☆32Updated last year
- Results of the "Ensembles of offline changepoint detection methods" research to reproduce☆44Updated last year
- This is the supporting website for the paper "Window Size Selection In Unsupervised Time Series Analytics: A Review and Benchmark".☆15Updated last year
- A package for EEG time series classification built on the aeon toolkit.☆19Updated last month