qianlima-lab / TS-TFCView external linksLinks
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
Sorting:
- This is an official pytorch implementation for paper "Diffusion Language-Shapelets for Semi-supervised Time-Series Classification" (AAAI-…☆38Jun 2, 2024Updated last year
- 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 "Learning Soft Sparse Shapes for Efficient Time-Series Classification" (ICML-25, Spo…☆20Jun 9, 2025Updated 8 months ago
- The offical repo of "Teaching Time Series to See and Speak: Forecasting with Aligned Visual and Textual Perspectives"☆46Aug 7, 2025Updated 6 months ago
- Time Series Contrastive Learning with Information-Aware Augmentations (Code)☆24Mar 21, 2023Updated 2 years ago
- Official implementation of the paper "Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification".☆29Jan 29, 2025Updated last year
- This is an official implementation code for paper "A Survey on Time-Series Pre-Trained Models" (TKDE-24).☆218Oct 7, 2024Updated last year
- A CNN-BiLSTM model for Li-ion battery state of health and remaining useful life prediction☆11Mar 25, 2024Updated last year
- Official Code for the NeurIPS'25 paper: Selective Learning for Deep Time Series Forecasting☆33Nov 7, 2025Updated 3 months ago
- Traffic dataset for pems04 and pems08☆10Dec 22, 2025Updated last month
- DIPformer: A Deep Invert Patching Transformer for Battery State of Health Estimation☆17Jun 27, 2024Updated last year
- The official repository of "MarineInst: A Foundation Model for Marine Image Analysis with Instance Visual Description". [ECCV Oral 2024.]☆17Sep 24, 2024Updated last year
- Unofficial Reproduction: Capacity estimation of lithium-ion batteries based on adaptive empirical wavelet transform and long short-term m…☆12Oct 28, 2024Updated last year
- Fault diagnosis of some critical and non-critical faults in electric drives using anomaly detection.☆13May 21, 2023Updated 2 years ago
- ☆10May 29, 2024Updated last year
- Sentiment-Polarized Word Embedding for Multi-Label Sentiment Classification☆12Oct 7, 2018Updated 7 years ago
- DCRNN的Pytorch实现☆11Jun 21, 2023Updated 2 years ago
- ☆10Mar 24, 2023Updated 2 years ago
- Time Series Forecasting with Dynamic Graph Modeling☆15Aug 31, 2025Updated 5 months ago
- ☆10Nov 13, 2025Updated 3 months ago
- ☆10Feb 21, 2023Updated 2 years ago
- ☆17Apr 6, 2025Updated 10 months ago
- The code for paper "Convolutional Multi-timescale Echo State Network"☆13Jul 24, 2019Updated 6 years ago
- Self Supervised Learning for Time Series Using Similarity Distillation☆12Jun 29, 2022Updated 3 years ago
- Pytorch implementation of various traffic prediction modules(FC-LSTM, GRU, GCN, Diffusion Conv, Temporal Attention, etc.)☆12Jan 24, 2024Updated 2 years ago
- ☆12Mar 26, 2025Updated 10 months ago
- LLM for Index Recommendation☆17Jan 26, 2026Updated 2 weeks ago
- Official code for CVPR2024 “VideoMAC: Video Masked Autoencoders Meet ConvNets”☆12Mar 4, 2024Updated last year
- ☆15May 9, 2024Updated last year
- A professional list on Multi-Modalities For Time Series Analysis (MM4TSA) Papers and Resource.☆74Sep 30, 2025Updated 4 months ago
- The paper "Adversarial Dynamic Shapelet Network"☆15Jun 12, 2022Updated 3 years ago
- IJCAI 2024 Shap-Mix: Shapley Value Guided Mixing for Long-Tailed Skeleton Based Action Recognition☆14Nov 25, 2024Updated last year
- ☆13Mar 16, 2022Updated 3 years ago
- For sequence-to-sequence beginners. PyTorch-implemented 1DCNN, LSTM, Attention, and Transformers.☆21Aug 3, 2025Updated 6 months ago
- ☆13Feb 17, 2023Updated 2 years ago
- Remote Sensing Change Detection via Temporal Feature Interaction and Guided Refinement (IEEE TGRS 2022)☆12Nov 21, 2022Updated 3 years ago
- The paper "Triple-shapelet Networks for Time Series Classification"☆15Feb 8, 2020Updated 6 years ago
- Code release of paper "MLGN: Multi-Scale Local-Global Feature Learning Network for Long-term Series Forecasting" 💚☆16May 31, 2024Updated last year
- ☆14Apr 18, 2022Updated 3 years ago