Hank0626 / TimeBridge
TimeBridge: Non-Stationarity Matters for Long-term Time Series Forecasting
☆58Updated last week
Alternatives and similar repositories for TimeBridge:
Users that are interested in TimeBridge are comparing it to the libraries listed below
- An official implementation of "WFTNet: Exploiting Global and Local Periodicity in Long-term Time Series Forecasting" (ICASSP 2024)☆36Updated 11 months ago
- An official implementation of "Periodicity Decoupling Framework for Long-term Series Forecasting" (ICLR 2024)☆116Updated 8 months ago
- Official repository of STONE (KDD 2024)☆40Updated last month
- ☆12Updated 3 months ago
- Repository for "FreDF: Learning to Forecast in the Transformed Domain"☆150Updated 3 months ago
- ☆32Updated last year
- code for ICLR 2024 paper MG-TSD: Multi-Granularity Time Series Diffusion Models with Guided Learning Process☆37Updated 11 months ago
- AAAI'2024☆26Updated 6 months ago
- An official implementation of "CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning" (AAAI 2025)☆96Updated 2 months ago
- [WWW2024] More Than Routing: Joint GPS and Route Modeling for Refine Trajectory Representation Learning☆45Updated this week
- Pattern Expansion and Consolidation on Evolving Graphs for Continual Traffic Prediction in KDD2023☆11Updated 3 months ago
- This is an official Pytorch implementation of Conditional Local Convolution for Spatio-temporal Meteorological Forecasting, AAAI 2022☆126Updated 2 years ago
- spinesTS, a powerful toolset for time series prediction, is one of the cornerstones of PipelineTS.☆46Updated 11 months ago
- Attention Feature Fusion base on spatial-temporal Graph Convolutional Network(AFFGCN)☆35Updated 3 months ago
- Paper A 3D-Temporal Convolutional Transformer Network for Spatiotemporal Predictive Learning☆93Updated 2 years ago
- ☆75Updated last year
- SFMGTL for corss-city knowledge transfer☆17Updated 5 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☆117Updated 3 years ago
- The Pytorch implementation for "Topology-aware Robust Optimization for Out-of-Distribution Generalization" (ICLR 2023)☆25Updated last year
- [NeurIPS 2023] On Sparse Modern Hopfield Model☆50Updated 10 months ago
- A Large-scale Hierarchical Dynamic Financial Knowledge Base☆47Updated 7 months ago
- Quantum Finance Library☆82Updated 3 months ago
- [NeurIPS 2024] An official source code for paper "End-to-end Learnable Clustering for Intent Learning in Recommendation".☆52Updated last month
- DGDATA: Deep Generative Domain Adaptation with Temporal Relation Attention Mechanism for Cross-User Activity Recognition☆7Updated 6 months ago
- [TPAMI] Locating and Counting Heads in Crowds With a Depth Prior☆22Updated 2 years ago
- This project is to explore high-frequency model and strategy. You will expect high-frequency features mining, ml/dl models, and hf tradin…☆22Updated 3 years ago
- Natural Language (NLP): Sentiment Analysis and Bitcoin Return Prediction Using FinBERT☆13Updated 2 years ago
- BAL: Balancing Diversity and Novelty for Active Learning - Official Pytorch Implementation☆35Updated last year
- Predict stock prices using Long Short-Term Memory (LSTM) networks.☆54Updated last year
- PyTorch Implementation of "Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting" (AAAI2025)☆32Updated 7 months ago