ShapeFormer: Shapelet Transformer for Multivariate Time Series Classification
☆136Dec 5, 2024Updated last year
Alternatives and similar repositories for shapeformer
Users that are interested in shapeformer are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Perceptual Position-aware Shapelet Network, accepted by ECML PKDD 2022☆12Jun 27, 2022Updated 4 years ago
- ☆36Feb 28, 2025Updated last year
- This is an official pytorch implementation for paper "Learning Soft Sparse Shapes for Efficient Time-Series Classification" (ICML-25, Spo…☆25Jun 9, 2025Updated last year
- ☆23May 17, 2024Updated 2 years ago
- The paper "Adversarial Dynamic Shapelet Network"☆14Jun 12, 2022Updated 4 years 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.
- Shapelet-Driven Post Hoc Explanations for Time Series Classification Models☆37Oct 21, 2025Updated 10 months ago
- This is an official pytorch implementation for paper "Scale-teaching: Robust Multi-scale Training for Time Series Classification with Noi…☆16Nov 3, 2023Updated 2 years ago
- TodyNet: Temporal Dynamic Graph Neural Network for Multivariate Time Series Classification☆86Aug 28, 2023Updated 3 years ago
- [Sensors 2024] Mental State Recognition by Analyzing Multimodal EEG-fNIRS via CNN☆30Jun 11, 2024Updated 2 years ago
- ☆12Sep 4, 2026Updated 2 weeks ago
- MPTSNet: Integrating Multiscale Periodic Local Patterns and Global Dependencies for Multivariate Time Series Classification [AAAI 2025]☆45Apr 15, 2025Updated last year
- Official implementation of the paper "Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification".☆33Mar 11, 2026Updated 6 months ago
- [IJCAI'24] Official code for our paper "Make Graph Neural Networks Great Again: A Generic Integration Paradigm of Topology-Free Patterns …☆15Jul 3, 2025Updated last year
- [ICML 2025] Official PyTorch implementation of the paper: 🎯 TimeDART: A Diffusion Autoregressive Transformer for Self-Supervised Time S…☆158Dec 17, 2025Updated 9 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- The code for the paper: TimeMIL: Advancing Multivariate Time Series Classification via a Time-aware Multiple Instance Learning☆74Nov 3, 2024Updated last year
- [ICLR'24] Official PyTorch Implementation of ContraLSP☆32Apr 12, 2024Updated 2 years ago
- CNN-based fNIRS classification: Rethinking Delayed Hemodynamic Responses for fNIRS Classification☆38May 23, 2026Updated 3 months ago
- Adapting LIME explanations for Time Series Data☆16Oct 31, 2024Updated last year
- ☆19Sep 4, 2023Updated 3 years ago
- Official implementation of "WFTNet: Exploiting Global and Local Periodicity in Long-term Time Series Forecasting" (ICASSP 2024)☆55Mar 13, 2024Updated 2 years ago
- ☆16Dec 13, 2024Updated last year
- [Neurips 2024] A Multi-Granularity Patching Transformer for Medical Time-Series Classification☆200Mar 19, 2025Updated last year
- ☆10Nov 13, 2025Updated 10 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆11Dec 8, 2023Updated 2 years ago
- ☆13Jul 10, 2024Updated 2 years ago
- ☆114Jun 11, 2025Updated last year
- Official repo: “Oh LLM, I’m Asking Thee, Please Give Me a Decision Tree”: Zero-Shot Decision Tree Induction and Embedding with Large Lang…☆18Aug 10, 2026Updated last month
- Repository for the paper 'CausalConceptTS: Causal Attributions for Time Series Classification using High Fidelity Diffusion Models'.☆12Jul 15, 2025Updated last year
- ☆43Mar 2, 2026Updated 6 months ago
- ForecastGrapher: Redefining Multivariate Time Series Forecasting with Graph Neural Networks☆31Jun 14, 2024Updated 2 years ago
- Multivariate Time Series Classification using Dilated Convolutional Neural Network☆11Jul 8, 2019Updated 7 years ago
- MSTGAN is an innovative method designed for multi-station urban air quality prediction, which fully considers the individual, global, and…☆22Jul 13, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [ICML'2025] From Token to Rhythm: A Multi-Scale Approach for ECG-Language Pretraining☆31Mar 9, 2026Updated 6 months ago
- [Computer in Biology and Medicine (Q1)] Official PyTorch Implementation for PLSNet.☆15Aug 12, 2024Updated 2 years ago
- [KDD 2024] CAFO: Feature-Centric Explanation on Time Series Classification☆16Jun 17, 2024Updated 2 years ago
- ☆37Nov 6, 2025Updated 10 months ago
- This is an official PyTorch implementation of the NeurIPS 2023 paper 《OneNet: Enhancing Time Series Forecasting Models under Concept Drif…☆126May 25, 2026Updated 3 months ago
- This is an official implementation of "ModernTCN: A Modern Pure Convolution Structure for General Time Series Analysis" (ICLR 2024 Spotli…☆451Apr 2, 2024Updated 2 years ago
- PyTorch implementation of "Drift doesn't Matter: Dynamic Decomposition with Dffusion Reconstruction for Unstable Multivariate Time Series…☆96Jul 15, 2025Updated last year