This is an official pytorch implementation for paper "Learning Soft Sparse Shapes for Efficient Time-Series Classification" (ICML-25, Spotlight).
☆27Jun 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…☆22Jun 9, 2025Updated last year
- This is an official pytorch implementation for paper "Temporal-Frequency Co-training for Time Series Semi-supervised Learning" (AAAI-23)…☆15May 17, 2024Updated 2 years 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
- ☆24Aug 21, 2025Updated 10 months ago
- Official implementations of "Frequency-masked Embedding Inference: A Non-Contrastive Approach for Time Series Representation Learning (AA…☆22Apr 10, 2026Updated 2 months ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Code repo for "LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners"☆92May 30, 2025Updated last year
- ⚠️ migrated to https://github.com/Ladbaby/PyOmniTS A Researcher-Friendly Framework for Time Series Analysis. Train Any Model on Any Datas…☆19Sep 16, 2025Updated 9 months ago
- Fault diagnosis of some critical and non-critical faults in electric drives using anomaly detection.☆14May 21, 2023Updated 3 years ago
- A fast and color-reserved fusion method for visible and infrared image pairs, and a metric called color deviation. This is the Python imp…☆24May 8, 2025Updated last year
- [IEEE JBHI 2026] DBConformer: Dual-Branch Convolutional Transformer for EEG Decoding☆67Jun 25, 2026Updated last week
- Code for KDD 2025 paper "FreRA: A Frequency-Refined Augmentation for Contrastive Learning on Time Series Classification"☆35Jun 20, 2025Updated last year
- AERCA: Root Cause Analysis of Anomalies in Multivariate Time Series through Granger Causal Discovery (ICLR 2025 Oral)☆93Jun 11, 2026Updated 3 weeks ago
- Official implementation of the paper "Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification".☆32Mar 11, 2026Updated 3 months ago
- Irregular time series made easy☆23Mar 23, 2026Updated 3 months ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆13Jun 24, 2024Updated 2 years ago
- An awesome project on irregular time series and incomplete time series☆117Jun 3, 2026Updated last month
- ☆10Dec 17, 2024Updated last year
- ☆38Dec 25, 2024Updated last year
- The code for paper "Convolutional Multi-timescale Echo State Network"☆13Jul 24, 2019Updated 6 years ago
- Source code of ICML'22 paper: FEDformer: Frequency Enhanced Decomposed Transformer for Long-term Series Forecasting☆10Jun 10, 2022Updated 4 years ago
- [JBHI 2024] CareSleepNet: A Hybrid Deep Learning Network for Automatic Sleep Staging☆19Jun 6, 2025Updated last year
- Official code repository for the papers "Anti-Symmetric DGN: a stable architecture for Deep Graph Networks" accepted at ICLR 2023; "Non-D…☆15Jan 2, 2025Updated last year
- PiX: Dynamic Channel Sampling for ConvNets (CVPR 2024)☆13Jun 14, 2024Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- ☆13Aug 29, 2025Updated 10 months ago
- This is an official implementation code for paper "A Survey on Time-Series Pre-Trained Models" (TKDE-24).☆226Oct 7, 2024Updated last year
- [CIKM2025] SemiSegECG: A Multi-Dataset Benchmark for Semi-Supervised Semantic Segmentation in ECG Delineation☆20Jan 21, 2026Updated 5 months ago
- An open source tool for large-scale EEG datasets processing☆73Updated this week
- Self Supervised Learning for Time Series Using Similarity Distillation☆11Jun 29, 2022Updated 4 years ago
- Network community detection via neural embeddings☆15Feb 26, 2026Updated 4 months ago
- This is the project of my undergraduate thesis, an enhanced Capsule Network that integrates EEG and ECG signals for improved emotion reco…☆13Jan 17, 2024Updated 2 years ago
- ☆14Nov 7, 2025Updated 7 months ago
- Source code for the CHAracterisation of Reservoir Computers (CHARC) framework☆10Mar 3, 2020Updated 6 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- MSTGAN is an innovative method designed for multi-station urban air quality prediction, which fully considers the individual, global, and…☆21Jul 13, 2024Updated last year
- [EMNLP2022] Released code for paper "Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity Recognition"☆22Feb 9, 2023Updated 3 years ago
- ☆10Dec 27, 2024Updated last year
- ☆12Apr 18, 2023Updated 3 years ago
- Using Capsule Network for EEG emotion classification using Digit-Caps model☆10Apr 30, 2023Updated 3 years ago
- Multi-scale Attention Fusion Graph Network for Remote Sensing Building Change Detection☆18Jan 7, 2024Updated 2 years ago
- ☆27Oct 6, 2025Updated 8 months ago