angus924 / hydra
HYDRA: Competing convolutional kernels for fast and accurate time series classification
☆54Updated 9 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☆106Updated 2 years ago
- LITE: Light Inception with boosTing tEchniques for Time Series Classification☆27Updated 2 months ago
- MINIROCKET: A Very Fast (Almost) Deterministic Transform for Time Series Classification☆308Updated 3 years ago
- QUANT: A Minimalist Interval Method for Time Series Classification☆22Updated last month
- This repository contains the source code for time series regression.☆101Updated last year
- Implementation of the Random Dilated Shapelet Transform algorithm along with interpretability tools. ReadTheDocs documentation is not up …☆33Updated last year
- This repository contains the time series segmentation benchmark (TSSB).☆70Updated last month
- PyTorch Implementation of "TSMixer: An All-MLP Architecture for Time Series Forecasting"☆32Updated last year
- This is a PyTorch implementation of ConvTran☆157Updated last month
- Evaluation tools for time series machine learning algorithms.☆50Updated this week
- python implementation of catch22☆83Updated 8 months ago
- Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey☆30Updated last year
- This is the supporting website for the paper "Window Size Selection In Unsupervised Time Series Analytics: A Review and Benchmark".☆16Updated last year
- A Python library that implements ״Temporal Fusion Transformers for Interpretable Multi-horizon Time Series Forecasting״☆125Updated last year
- Disjoint-CNN for Multivariate Time Series Classification☆22Updated last year
- ShapeFormer: Shapelet Transformer for Multivariate Time Series Classification☆93Updated 5 months ago
- A package for EEG time series classification built on the aeon toolkit.☆20Updated this week
- [SDM 2022] Towards Similarity-Aware Time-Series Classification☆79Updated last year
- Code for "Unsupervised Model Selection for Time-series Anomaly Detection", ICLR 2023.☆79Updated last year
- ☆27Updated 3 months ago
- XCM: An Explainable Convolutional Neural Network for Multivariate Time Series Classification☆49Updated 2 years ago
- Augmenting Time Series Datasets with Weighted Elastic Barycenter Averaging☆10Updated 2 months ago
- Encoding Time Series as Images for Classification using CNNs☆15Updated 2 years ago
- TACTiS-2: Better, Faster, Simpler Attentional Copulas for Multivariate Time Series, from ServiceNow Research☆136Updated last year
- Source code of paper: GBT: Two-stage Transformer Framework for Non-stationary Time Series Forecasting.☆40Updated last year
- Multivariate Time Series Classification Model with Attentional Prototype Network☆44Updated 6 years ago
- TodyNet: Temporal Dynamic Graph Neural Network for Multivariate Time Series Classification☆71Updated last year
- ☆89Updated 2 months ago
- Probabilistic Forecast of a Multivariate Time Series using the Temporal Fusion Transformer & PyTorch Lightning☆17Updated 2 years ago
- Hand-Crafted Convolutional Filters 4 Time Series☆14Updated 9 months ago