This is an official pytorch implementation for paper "Temporal-Frequency Co-training for Time Series Semi-supervised Learning" (AAAI-23).
☆15May 17, 2024Updated last year
Alternatives and similar repositories for TS-TFC
Users that are interested in TS-TFC 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 "Diffusion Language-Shapelets for Semi-supervised Time-Series Classification" (AAAI-…☆38Jun 2, 2024Updated last year
- This is an official pytorch implementation for paper "Learning Soft Sparse Shapes for Efficient Time-Series Classification" (ICML-25, Spo…☆23Jun 9, 2025Updated 10 months ago
- The official pytorch implementation of our proposed model MISSL (ICDE-24).☆13Dec 8, 2023Updated 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
- The offical repo of "Teaching Time Series to See and Speak: Forecasting with Aligned Visual and Textual Perspectives"☆48Aug 7, 2025Updated 8 months ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Code repo for "LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners"☆83May 30, 2025Updated 10 months ago
- This is an official implementation code for paper "A Survey on Time-Series Pre-Trained Models" (TKDE-24).☆222Oct 7, 2024Updated last year
- Fault diagnosis of some critical and non-critical faults in electric drives using anomaly detection.☆13May 21, 2023Updated 2 years ago
- Official implementation of the paper "Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification".☆31Mar 11, 2026Updated last month
- Time Series Contrastive Learning with Information-Aware Augmentations (Code)☆24Mar 21, 2023Updated 3 years ago
- The paper "Triple-shapelet Networks for Time Series Classification"☆15Feb 8, 2020Updated 6 years ago
- Semi-Supervised End-to-End Contrastive Learning for Time Series Classification☆30Jun 1, 2023Updated 2 years ago
- A Large-scale annotated dataset for Energy Anomaly Detection in commercial buildings☆10Jun 28, 2022Updated 3 years ago
- The code for paper "Convolutional Multi-timescale Echo State Network"☆13Jul 24, 2019Updated 6 years 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.
- PyTorch implementation for paper "WaveForM: Graph Enhanced Wavelet Learning for Long Sequence Forecasting of Multivariate Time Series" (A…☆49Mar 5, 2023Updated 3 years ago
- The paper "Adversarial Dynamic Shapelet Network"☆15Jun 12, 2022Updated 3 years ago
- ☆32Nov 11, 2025Updated 5 months ago
- A CNN-BiLSTM model for Li-ion battery state of health and remaining useful life prediction☆11Mar 25, 2024Updated 2 years ago
- Implement the model of Halperin and Feldshteyn for DJIA and SP500☆10Apr 4, 2019Updated 7 years ago
- Official PyTorch Code for "Dynamic Temperature Knowledge Distillation"☆11Mar 28, 2025Updated last year
- "Roll with the Punches: Expansion and Shrinkage of Soft Label Selection for Semi-supervised Fine-Grained Learning" by Yue Duan (AAAI 2024…☆13Nov 20, 2025Updated 4 months ago
- Differentiable short-time Fourier transform (DSTFT): Gradient-based parameters tuning for adaptive time-frequency representation. DSTFT i…☆48Mar 10, 2026Updated last month
- Hierarchy-aware Label Semantics Matching Network for Hierarchical Text Classification☆45Feb 21, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- LLM for Index Recommendation☆17Mar 20, 2026Updated 3 weeks ago
- Unofficial Reproduction: Capacity estimation of lithium-ion batteries based on adaptive empirical wavelet transform and long short-term m…☆12Oct 28, 2024Updated last year
- AutoTCL and Parametric Augmentation for Time Series Contrastive Learning(ICLR2024)☆23Mar 24, 2024Updated 2 years ago
- A professional list on Multi-Modalities For Time Series Analysis (MM4TSA) Papers and Resource.☆80Sep 30, 2025Updated 6 months ago
- Official implementations of "Frequency-masked Embedding Inference: A Non-Contrastive Approach for Time Series Representation Learning (AA…☆22Updated this week
- Time Series Forecasting with Dynamic Graph Modeling☆15Aug 31, 2025Updated 7 months ago
- State of Charge estimation for lithium-ion batteries using deep learning approach☆10May 12, 2024Updated last year
- ☆24Aug 21, 2025Updated 7 months ago
- Traffic dataset for pems04 and pems08☆11Dec 22, 2025Updated 3 months 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.
- [NeurIPS 2024] Spiking Graph Neural Networks on Riemannian Manifolds☆20Oct 22, 2024Updated last year
- DCRNN的Pytorch实现☆11Jun 21, 2023Updated 2 years ago
- ICLR2023 - Tailoring Language Generation Models under Total Variation Distance☆21Feb 8, 2023Updated 3 years ago
- DIPformer: A Deep Invert Patching Transformer for Battery State of Health Estimation☆19Jun 27, 2024Updated last year
- ☆10Feb 21, 2023Updated 3 years ago
- [ACL2023] Preserving Commonsense Knowledge from Pre-trained Language Models via Causal Inference☆24Dec 25, 2023Updated 2 years ago
- Pytorch implementation of various traffic prediction modules(FC-LSTM, GRU, GCN, Diffusion Conv, Temporal Attention, etc.)☆12Jan 24, 2024Updated 2 years ago