This is an official pytorch implementation for paper "Learning Soft Sparse Shapes for Efficient Time-Series Classification" (ICML-25, Spotlight).
☆25Jun 9, 2025Updated last year
Alternatives and similar repositories for SoftShape
Users that are interested in SoftShape are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This is an official pytorch implementation for paper "Learning Soft Sparse Shapes for Efficient Time-Series Classification" (ICML-25, Spo…☆29Jun 9, 2025Updated last year
- MPTSNet: Integrating Multiscale Periodic Local Patterns and Global Dependencies for Multivariate Time Series Classification [AAAI 2025]☆45Apr 15, 2025Updated last year
- This is an official pytorch implementation for paper "A Unified Shape-Aware Foundation Model for Time Series Classification" (AAAI-26).☆28Dec 3, 2025Updated 9 months ago
- The paper "Adversarial Dynamic Shapelet Network"☆14Jun 12, 2022Updated 4 years ago
- Official implementation of the paper "Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification".☆33Mar 11, 2026Updated 6 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- This is an official pytorch implementation for paper "Diffusion Language-Shapelets for Semi-supervised Time-Series Classification" (AAAI-…☆32Jun 2, 2024Updated 2 years ago
- This is an official pytorch implementation for paper "A Unified Shape-Aware Foundation Model for Time Series Classification" (AAAI-26).☆17Nov 13, 2025Updated 10 months ago
- Code for KDD 2025 paper "FreRA: A Frequency-Refined Augmentation for Contrastive Learning on Time Series Classification"☆33Jun 20, 2025Updated last year
- 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
- [NeurIPS 2024] The repository for experiment codes for the paper: Scaling Law for Time Series Forecasting.☆20Oct 23, 2024Updated last year
- TSCMamba: Mamba meets multi-view learning for time series classification☆25Apr 16, 2025Updated last year
- [AAAI 2026] The implementation of DiMTS: Bridge the Gap between Selective State Space Models and Time Series for Generative Modeling.☆15Nov 28, 2025Updated 9 months ago
- PyTorch implementation of Gateformer: Advancing Multivariate Time Series Forecasting through Temporal and Variate-Wise Attention with Gat…☆17May 2, 2025Updated last year
- ☆40Dec 25, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Official Implementation of the MultiPatchFormer: A multiscale model for multivariate time series forecasting☆19Oct 22, 2025Updated 10 months ago
- [Neurips 2024] A Multi-Granularity Patching Transformer for Medical Time-Series Classification☆200Mar 19, 2025Updated last year
- The official implementation of paper SWIM: SHORT-WINDOW CNN INTEGRATED WITH MAMBA FOR EEG-BASED AUDITORY SPATIAL ATTENTION DECODING☆20Oct 16, 2024Updated last year
- ShapeFormer: Shapelet Transformer for Multivariate Time Series Classification☆136Dec 5, 2024Updated last year
- ☆30Apr 21, 2026Updated 4 months ago
- ☆19Sep 4, 2023Updated 3 years ago
- [KDD 2024] CAFO: Feature-Centric Explanation on Time Series Classification☆16Jun 17, 2024Updated 2 years ago
- ☆20Feb 13, 2026Updated 7 months ago
- time series data, pre-training, 1d signal, fusion☆17Mar 6, 2026Updated 6 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- DBPM is a simple algorithm designed as a lightweight plug-in without learnable parameters to enhance the performance of time series contr…☆15Mar 8, 2024Updated 2 years ago
- ForecastGrapher: Redefining Multivariate Time Series Forecasting with Graph Neural Networks☆31Jun 14, 2024Updated 2 years ago
- Official implementation for "CASA: CNN Autoencoder-based Score Attention for Efficient Multivariate Long-term Time-series Forecasting" (I…☆27May 6, 2025Updated last year
- The official pytorch implementation of our proposed model MISSL (ICDE-24).☆12Dec 8, 2023Updated 2 years ago
- The code for MedualTime: A Dual-Adapter Language Model for Medical Time Series-Text Multimodal Learning☆18May 13, 2025Updated last year
- Perceptual Position-aware Shapelet Network, accepted by ECML PKDD 2022☆12Jun 27, 2022Updated 4 years ago
- Source code of FDNet: Focal Decomposed Network for Efficient, Robust and Practical Time Series Forecasting☆14Mar 6, 2024Updated 2 years ago
- This is an official implementation code for paper "A Survey on Time-Series Pre-Trained Models" (TKDE-24).☆230Oct 7, 2024Updated last year
- The PyTorch implementation of our paper 'Triple Spectral Fusion For Sensor-based Human Activity Recognition'☆18Jun 23, 2026Updated 2 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- CNN-based fNIRS classification: Rethinking Delayed Hemodynamic Responses for fNIRS Classification☆38May 23, 2026Updated 3 months ago
- [ICLR'24] Official PyTorch Implementation of ContraLSP☆32Apr 12, 2024Updated 2 years ago
- Official repository for TimeDRL: Disentangled Representation Learning for Multivariate Time-Series, accepted at ICDE 2024.☆28Apr 7, 2024Updated 2 years ago
- The paper "Triple-shapelet Networks for Time Series Classification"☆14Feb 8, 2020Updated 6 years ago
- [KDD 2025 Most Influential Paper] DUET: Dual Clustering Enhanced Multivariate Time Series Forecasting☆293May 12, 2026Updated 4 months ago
- Code release of paper "MLGN: Multi-Scale Local-Global Feature Learning Network for Long-term Series Forecasting" 💚☆16May 31, 2024Updated 2 years ago
- Official code repository for paper "VisionTS++: Cross-Modal Time Series Foundation Model with Continual Pre-trained Visual Backbones"☆40Nov 9, 2025Updated 10 months ago