Hank0626 / TimeBridgeLinks
Official implementation of "TimeBridge: Non-Stationarity Matters for Long-term Time Series Forecasting" (ICML 2025)
☆170Updated 4 months ago
Alternatives and similar repositories for TimeBridge
Users that are interested in TimeBridge are comparing it to the libraries listed below
Sorting:
- Official implementation of "Periodicity Decoupling Framework for Long-term Series Forecasting" (ICLR 2024)☆136Updated last year
- Official implementation of "WFTNet: Exploiting Global and Local Periodicity in Long-term Time Series Forecasting" (ICASSP 2024)☆49Updated last year
- Repository for "FreDF: Learning to Forecast in the Transformed Domain"☆241Updated 6 months ago
- This is an official Pytorch implementation of Conditional Local Convolution for Spatio-temporal Meteorological Forecasting, AAAI 2022☆132Updated 3 years ago
- [AAAI 2024]☆42Updated 5 months ago
- Official repository of STONE (KDD 2024)☆46Updated 2 months ago
- Official implementation of "CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning" (AAAI 2025)☆139Updated 6 months ago
- ☆15Updated 2 months ago
- Attention Feature Fusion base on spatial-temporal Graph Convolutional Network(AFFGCN)☆36Updated 11 months ago
- Multivariate time series forecasting☆189Updated 5 months ago
- [WWW2024] More Than Routing: Joint GPS and Route Modeling for Refine Trajectory Representation Learning☆66Updated 3 months ago
- 这个开源项目主要是对经典的时间序列预测算法论文进行复现,模型主要参考自GluonTS,框架主要参考自Informer☆128Updated 4 years ago
- Paper A 3D-Temporal Convolutional Transformer Network for Spatiotemporal Predictive Learning☆93Updated 3 years ago
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Graph Part)☆174Updated 3 years ago
- Official implementation for "UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction" (KDD 2024)☆193Updated 9 months ago
- [IJCAI 2025] Official implementation of "T2S: High-resolution Time Series Generation with Text-to-Series Diffusion Models"☆61Updated last month
- SocioDojo lifelong learning environment for real-society dynamics and hypothesis and proof agent.☆148Updated last year
- Code for TH-GNN (paper accepted by KDD2022)☆60Updated last year
- Advanced long-term earth system forecasting by learning the small-scale nature☆270Updated 2 months ago
- Code and data for the paper "Empirical Asset Pricing with Large Language Model Agents".☆65Updated 4 months ago
- [PVLDB 2024 Best Paper Nomination] TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods☆1,038Updated 2 weeks ago
- A Large-scale Hierarchical Dynamic Financial Knowledge Base☆50Updated last year
- code for ICLR 2024 paper MG-TSD: Multi-Granularity Time Series Diffusion Models with Guided Learning Process☆40Updated last year
- MGFN: Multi-Graph Fusion Networks for Urban Region Embedding (MGFN, https://fanxlxmu.github.io/publication/ijcai22/) was accepted by IJCA…☆178Updated last year
- [KDD 2025] DUET: Dual Clustering Enhanced Multivariate Time Series Forecasting☆198Updated 3 months ago
- ☆33Updated last year
- [ICML 2025] Official repository of the TQNet paper: "Temporal Query Network for Efficient Multivariate Time Series Forecasting". This wor…☆62Updated 4 months ago
- WPMixer: Efficient Multi-Resolution Mixing for Long-Term Time Series Forecasting (AAAI-2025)☆57Updated 2 weeks ago
- PyTorch Implementation of "TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting" (ICML 2025)☆62Updated 3 months ago
- Sequential data using RNN (LSTM, GRU, etc) CNN and RCNN. Adaptable to variable length input sequence.☆61Updated 2 years ago