Hank0626 / WFTNetLinks
Official implementation of "WFTNet: Exploiting Global and Local Periodicity in Long-term Time Series Forecasting" (ICASSP 2024)
☆49Updated last year
Alternatives and similar repositories for WFTNet
Users that are interested in WFTNet are comparing it to the libraries listed below
Sorting:
- Official implementation of "TimeBridge: Non-Stationarity Matters for Long-term Time Series Forecasting" (ICML 2025)☆169Updated 4 months ago
- Official implementation of "Periodicity Decoupling Framework for Long-term Series Forecasting" (ICLR 2024)☆134Updated last year
- Official repository of STONE (KDD 2024)☆46Updated last month
- ☆15Updated last month
- Attention Feature Fusion base on spatial-temporal Graph Convolutional Network(AFFGCN)☆36Updated 10 months ago
- Repository for "FreDF: Learning to Forecast in the Transformed Domain"☆238Updated 5 months ago
- Sequential data using RNN (LSTM, GRU, etc) CNN and RCNN. Adaptable to variable length input sequence.☆60Updated 2 years ago
- [AAAI 2024]☆40Updated 4 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☆127Updated 4 years ago
- Multivariate time series forecasting☆184Updated 4 months ago
- [WWW2024] More Than Routing: Joint GPS and Route Modeling for Refine Trajectory Representation Learning☆65Updated 2 months ago
- Code and data released for paper "Imbalanced Open Set Domain Adaptation via Moving-threshold Estimation and Gradual Alignment"☆26Updated 2 years ago
- This is an official Pytorch implementation of Conditional Local Convolution for Spatio-temporal Meteorological Forecasting, AAAI 2022☆133Updated 3 years ago
- code for ICLR 2024 paper MG-TSD: Multi-Granularity Time Series Diffusion Models with Guided Learning Process☆40Updated last year
- Paper A 3D-Temporal Convolutional Transformer Network for Spatiotemporal Predictive Learning☆94Updated 3 years ago
- ☆33Updated last year
- ☆11Updated 6 months ago
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Graph Part)☆173Updated 3 years ago
- Code for TH-GNN (paper accepted by KDD2022)☆60Updated last year
- A Large-scale Hierarchical Dynamic Financial Knowledge Base☆49Updated last year
- Pytorch implementation of "MHS-VM: Multi-Head Scanning in Parallel Subspaces for Vision Mamba"☆40Updated last year
- The Pytorch implementation for "Topology-aware Robust Optimization for Out-of-Distribution Generalization" (ICLR 2023)☆29Updated 5 months ago
- SFMGTL for corss-city knowledge transfer☆19Updated last year
- Official implementation of "CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning" (AAAI 2025)☆131Updated 6 months ago
- ☆44Updated 2 years ago
- [ICML2022 Long Talk] Official Pytorch implementation of "To Smooth or Not? When Label Smoothing Meets Noisy Labels"☆97Updated 3 years ago
- Official Implementation of NeurIPS 2023 Contextually Affinitive Neighborhood Refinery for Deep Clustering☆45Updated last year
- [NeurIPS 2023] On Sparse Modern Hopfield Model☆53Updated last year
- MGFN: Multi-Graph Fusion Networks for Urban Region Embedding (MGFN, https://fanxlxmu.github.io/publication/ijcai22/) was accepted by IJCA…☆179Updated last year
- Pattern Expansion and Consolidation on Evolving Graphs for Continual Traffic Prediction in KDD2023☆12Updated 2 months ago