Hank0626 / TimeBridgeLinks
Official implementation of "TimeBridge: Non-Stationarity Matters for Long-term Time Series Forecasting" (ICML 2025)
☆188Updated 8 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)☆142Updated last year
- Official implementation of "WFTNet: Exploiting Global and Local Periodicity in Long-term Time Series Forecasting" (ICASSP 2024)☆52Updated last year
- Repository for "FreDF: Learning to Forecast in the Transformed Domain"☆270Updated 2 months ago
- [AAAI 2024]☆44Updated 8 months ago
- Official repository of STONE (KDD 2024)☆50Updated 5 months ago
- This is an official Pytorch implementation of Conditional Local Convolution for Spatio-temporal Meteorological Forecasting, AAAI 2022☆132Updated 3 years ago
- Official implementation of "CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning" (AAAI 2025)☆147Updated 10 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☆130Updated 4 years ago
- Multivariate time series forecasting☆217Updated 8 months ago
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Graph Part)☆179Updated 3 years ago
- ☆16Updated 2 months ago
- Attention Feature Fusion base on spatial-temporal Graph Convolutional Network(AFFGCN)☆37Updated last year
- [WWW2024] More Than Routing: Joint GPS and Route Modeling for Refine Trajectory Representation Learning☆67Updated 6 months ago
- [IJCAI 2025] Official implementation of "T2S: High-resolution Time Series Generation with Text-to-Series Diffusion Models"☆69Updated 3 months ago
- Paper A 3D-Temporal Convolutional Transformer Network for Spatiotemporal Predictive Learning☆94Updated 3 years ago
- [AAAI 2026] Official implementation of "TimeMosaic: Information-Density Guided Time Series Forecasting via Adaptive Granularity Patch and…☆65Updated 2 weeks ago
- Official implementation for "UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction" (KDD 2024)☆210Updated last year
- [ICML 2025] Official repository of the TQNet paper: "Temporal Query Network for Efficient Multivariate Time Series Forecasting". This wor…☆88Updated last week
- [KDD 2025] DUET: Dual Clustering Enhanced Multivariate Time Series Forecasting☆247Updated last month
- [AAAI 2026 Oral] Harnessing Vision-Language Models for Time Series Anomaly Detection☆26Updated last month
- SocioDojo lifelong learning environment for real-society dynamics and hypothesis and proof agent.☆229Updated last year
- Code for TH-GNN (paper accepted by KDD2022)☆61Updated last year
- MGFN: Multi-Graph Fusion Networks for Urban Region Embedding (MGFN, https://fanxlxmu.github.io/publication/ijcai22/) was accepted by IJCA…☆176Updated last year
- [PVLDB 2024 Best Paper Nomination] TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods☆1,648Updated 2 weeks ago
- code for ICLR 2024 paper MG-TSD: Multi-Granularity Time Series Diffusion Models with Guided Learning Process☆40Updated last year
- The official repository of the PRformer paper: "PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting." This…☆56Updated last year
- Code and data for the paper "Empirical Asset Pricing with Large Language Model Agents".☆69Updated 8 months ago
- The code for TFPS☆61Updated last year
- WPMixer: Efficient Multi-Resolution Mixing for Long-Term Time Series Forecasting (AAAI-2025)☆77Updated 2 months ago
- Pytorch implementation of NIPS'23 paper: Adaptive Normalization for Non-stationary Time Series Forecasting: A Temporal Slice Perspective☆124Updated last year