kvmduc / TEAM-topo-evo-traffic-forecastingLinks
☆10Updated 6 months ago
Alternatives and similar repositories for TEAM-topo-evo-traffic-forecasting
Users that are interested in TEAM-topo-evo-traffic-forecasting are comparing it to the libraries listed below
Sorting:
- ☆32Updated last year
- Official repository for the paper "Graph-based Forecasting with Missing Data through Spatiotemporal Downsampling" (ICML 2024)☆16Updated 8 months ago
- This is an official implementation of "DeformableTST: Transformer for Time Series Forecasting without Over-reliance on Patching" (NeurIPS…☆19Updated last year
- Quantifying Uncertainty in Deep Spatiotemporal Forecasting☆12Updated 4 years ago
- This folder contains some of the data sets commonly used in the field of multivariate time series forecasting.☆10Updated 2 years ago
- ☆13Updated 9 months ago
- ☆14Updated 3 months ago
- CIKM'24: Channel-Aware Low-Rank Adaptation for Long-term Series Forecasting☆15Updated 6 months ago
- ☆15Updated 2 years ago
- Time Series Forecasting with Dynamic Graph Modeling☆15Updated 2 months ago
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆67Updated last year
- The implementation Code of CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement☆35Updated 2 years ago
- Official implementation of our ICML 2024 paper "UP2ME: Univariate Pre-training to Multivariate Fine-tuning as a General-purpose Framework…☆32Updated 6 months ago
- [NeurIPS 2024] The repository for experiment codes for the paper: Scaling Law for Time Series Forecasting.☆19Updated last year
- ☆27Updated 2 months ago
- Official repository for the paper "Taming Local Effects in Graph-based Spatiotemporal Forecasting" (NeurIPS 2023)☆22Updated 7 months ago
- ☆10Updated 2 years ago
- [NeurIPS 2024 Spotlight] Official Code of the paper "Parsimony or Capability? Decomposition Delivers Both in Long-term Time Series Foreca…☆15Updated 10 months ago
- INCREASE: Inductive Graph Representation Learning for Spatio-Temporal Kriging☆17Updated 2 years ago
- [TITS2025] Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction☆29Updated 2 months ago
- ☆49Updated 3 years ago
- Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach☆25Updated 2 weeks ago
- Source code for Leveraging 2D Information for Long-term Time Series Forecasting with Vanilla Transformers☆18Updated last year
- The offical code for 《A Time Series is Worth Five Experts: Heterogeneous Mixture of Experts for Traffic Flow Prediction》☆28Updated last year
- ☆43Updated last year
- This is an implementation of a traffic speed predicition model.☆10Updated 3 years ago
- [ICDE 2025] Official implementation of "Efficient Multivariate Time Series Forecasting via Calibrated Language Models with Privileged Kno…☆20Updated 4 months ago
- [ICML 2025 Spotlight] K²VAE: A Koopman-Kalman Enhanced Variational AutoEncoder for Probabilistic Time Series Forecasting☆32Updated 3 months ago
- Official repository for the paper "Scalable Spatiotemporal Graph Neural Networks" (AAAI 2023)☆50Updated 2 years ago
- Official Code of TESTAM: A Time-Enhanced Spatio-Temporal Attention Model with Mixture of Experts☆63Updated last year