HYDRA: Competing convolutional kernels for fast and accurate time series classification
☆63Jul 23, 2024Updated 2 years ago
Alternatives and similar repositories for hydra
Users that are interested in hydra are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Multiple pooling operators and transformations for fast and effective time series classification☆118Mar 15, 2023Updated 3 years ago
- MINIROCKET: A Very Fast (Almost) Deterministic Transform for Time Series Classification☆344Apr 10, 2022Updated 4 years ago
- ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels☆478Apr 10, 2022Updated 4 years ago
- This repository contains the implementation of Sequential Feature Detachment (SFD) for feature selection and its application to Detach-RO…☆40Aug 25, 2026Updated last week
- Evaluation tools for time series machine learning algorithms.☆59Updated this week
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Implementation of the Random Dilated Shapelet Transform algorithm along with interpretability tools. ReadTheDocs documentation is not up …☆33Jan 11, 2024Updated 2 years ago
- ☆17Aug 30, 2023Updated 3 years ago
- WEASEL 2.0 - A Random Dilated Dictionary Transform for Fast, Accurate and Constrained Memory Time Series Classification☆19May 5, 2025Updated last year
- ☆14Feb 12, 2023Updated 3 years ago
- Encoding Time Series as Images for Classification using CNNs☆15Aug 16, 2022Updated 4 years ago
- Discussion, problems and donations of data hosted at☆52Nov 22, 2023Updated 2 years ago
- Code related to the paper "Time series classification with random convolution kernels: pooling operators and input representations matter…☆15Jun 30, 2026Updated 2 months ago
- This repository contains the source code for time series regression.☆110Sep 29, 2023Updated 2 years ago
- Benchmark time series data sets for PyTorch☆36Feb 14, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- FTAN analysis and inversion of seismic surface waves☆13Sep 15, 2025Updated 11 months ago
- PyTorch implementation of Semi-Supervised Learning with Scarce Annotations https://arxiv.org/pdf/1905.08845.pdf☆13Jan 6, 2020Updated 6 years ago
- Experiments on Self-Supervised Learning on EEG data☆19Jun 20, 2020Updated 6 years ago
- The realization of Kernel Principle Component Analysis (KPCA) and its applications (Code + Description).☆12Sep 9, 2019Updated 6 years ago
- Multivariate Time Series Data usable for Time Series Segmentation and Time Series Classification. Each sample represents the multi-phased…☆11Apr 20, 2024Updated 2 years ago
- [NeurIPS 22'] Dynamic Sparse Network for Time Series Classification: Learning What to “See”☆23Dec 2, 2022Updated 3 years ago
- deepmeg recurrent encoder☆25Jul 17, 2026Updated last month
- Segment, Shuffle, and Stitch: A Simple Mechanism for Improving Time-Series Representations☆30Oct 26, 2024Updated last year
- Neuroimaging Spatial Colocalization Environment (under development).☆18Aug 14, 2026Updated 3 weeks ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Fully Convlutional Neural Networks for state-of-the-art time series classification☆718Jul 3, 2019Updated 7 years ago
- (Under Review)☆68Aug 9, 2021Updated 5 years ago
- Clustering using tslearn for Time Series Data.☆48Jul 29, 2022Updated 4 years ago
- In this project, we wish to identify psychiatric disorders through patient's speech☆12Jun 6, 2021Updated 5 years ago
- ☆30Sep 3, 2021Updated 5 years ago
- A toolkit for time series machine learning and deep learning☆1,440Updated this week
- PyTorch implementation of 2D Sharpened Cosine Similarity layer☆17Feb 1, 2022Updated 4 years ago
- The official implementation of LIFT (ICLR'24). Rethinking Channel Dependence for Multivariate Time Series Forecasting: Learning from Lead…☆96Oct 28, 2024Updated last year
- S-ROCKET: SELECTIVE RANDOM CONVOLUTION KERNELS FOR TIME SERIES CLASSIFICATION☆13Jan 3, 2023Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆13Oct 11, 2019Updated 6 years ago
- Estimating pulse remotely using video images☆19Jul 26, 2020Updated 6 years ago
- Adaptive Local Iterative Filtering☆18Feb 5, 2026Updated 6 months ago
- Deep learning-based urban tree species classification using Sentinel-2 and PlanetScope time series.☆14Mar 7, 2025Updated last year
- 基于DeepConvLSTM的传感器信号分类☆11May 15, 2018Updated 8 years ago
- ECG signal conditioning by Morphological Filtering - Biomedical Signal Processing project☆11Mar 27, 2025Updated last year
- ☆11Dec 8, 2023Updated 2 years ago