☆22Aug 9, 2025Updated 6 months ago
Alternatives and similar repositories for XTraffic
Users that are interested in XTraffic are comparing it to the libraries listed below
Sorting:
- ☆15Aug 21, 2023Updated 2 years ago
- ICDE'24 "Time-aware Graph Structure Learning for Spatiao-temporal Forecasting"☆16Jan 26, 2026Updated last month
- ☆10Mar 8, 2024Updated last year
- [AAAI 2026] Official repository of the EMAformer paper: "EMAformer: Enhancing Transformer through Embedding Armor for Time Series Forecas…☆35Dec 3, 2025Updated 3 months ago
- Dynamic Traffic Assignment☆16Aug 25, 2020Updated 5 years ago
- Repository for ''Contextualizing MLP-Mixers Spatiotemporally for Urban Data Forecast at Scale''☆14Apr 30, 2024Updated last year
- LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting (NeurIPS 2023)☆271Nov 1, 2023Updated 2 years ago
- LLM-based agent for human travel behavior (day-to-day route choice) simulation.☆23Nov 16, 2025Updated 3 months ago
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆74Sep 4, 2024Updated last year
- CIKM'24: Channel-Aware Low-Rank Adaptation for Long-term Series Forecasting☆15May 3, 2025Updated 10 months ago
- Physics Informed Deep Learning for Traffic State Estimation: Illustrations with LWR and CTM Models☆23May 3, 2023Updated 2 years ago
- ☆20Apr 25, 2023Updated 2 years ago
- ☆35Oct 16, 2024Updated last year
- ☆24Aug 3, 2024Updated last year
- [ICDE 2023] Dynamic hypergraph structure learning for traffic flow forecasting☆21Oct 14, 2022Updated 3 years ago
- [CIKM'2024] "EasyST: A Simple Framework for Spatio-Temporal Prediction"☆21Sep 17, 2024Updated last year
- ☆31Oct 18, 2024Updated last year
- Large Language Models as Human Mobility Predictors☆61Nov 9, 2024Updated last year
- [NeurIPS 2024] Terra: A Multimodal Spatio-Temporal Dataset Spanning the Earth☆79Nov 9, 2025Updated 3 months ago
- Official Code of TESTAM: A Time-Enhanced Spatio-Temporal Attention Model with Mixture of Experts☆66Aug 13, 2024Updated last year
- AAAI'24: Prompt to Transfer: Sim-to-Real Transfer for Traffic Signal Control with Prompt Learning☆30Sep 12, 2024Updated last year
- A Comprehensive Survey of Deep Learning for Multivariate Time Series Forecasting: A Channel Strategy Perspective☆36Jan 19, 2026Updated last month
- [TMLR 2025] This is the official code of our Paper "DeformTime: Capturing Variable Dependencies with Deformable Attention for Time Series…☆39Dec 20, 2025Updated 2 months ago
- The official implementation of ``CKGConv: General Graph Convolution with Continuous Kernels'' (ICML 2024)☆32Aug 5, 2024Updated last year
- Official code repository for KDD'24 paper "Calibration of Time-Series Forecasting: Detecting and Adapting Context-Driven Distribution Shi…☆37Jun 19, 2025Updated 8 months ago
- Official implementation for NeurIPS23 paper: Causal Discovery from Subsampled Time Series with Proxy Variable☆36May 27, 2024Updated last year
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆141Dec 23, 2023Updated 2 years ago
- The official implementation of SDGL☆38Jul 28, 2024Updated last year
- The official implementation of LIFT (ICLR'24). Rethinking Channel Dependence for Multivariate Time Series Forecasting: Learning from Lead…☆90Oct 28, 2024Updated last year
- Contains implementation of the DoubIL and ResiduIL algorithms from the ICML '22 paper Causal Imitation Learning under Temporally Correlat…☆11Dec 9, 2022Updated 3 years ago
- code for paper "DRoC: Elevating Large Language Models for Complex Vehicle Routing via Decomposed Retrieval of Constraints"☆26Feb 4, 2025Updated last year
- Time Series Forecasting, Distribution Shift☆100Jul 11, 2023Updated 2 years ago
- Implementation of paper "D2Match: Leveraging Deep Learning and Degeneracy for Subgraph Matching"☆13Dec 30, 2023Updated 2 years ago
- ☆11Jun 6, 2023Updated 2 years ago
- ☆11Dec 22, 2024Updated last year
- Official Implementation of VarDrop(AAAI25)☆20Oct 23, 2025Updated 4 months ago
- [Pattern Recognition] Decomposition Dynamic Graph Conolutional Recurrent Network for Traffic Forecasting☆96Sep 2, 2025Updated 6 months ago
- [ICML'2024] "FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction"☆95Sep 2, 2024Updated last year
- ☆62Dec 30, 2025Updated 2 months ago