PyTorch implementation of CaST, NeurIPS-23.
☆42Jun 5, 2025Updated 11 months ago
Alternatives and similar repositories for CaST
Users that are interested in CaST are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This is an implementation of a traffic speed predicition model.☆10Oct 27, 2022Updated 3 years ago
- This is the official release code of AAAI2023 accepted paper: "Causal Conditional Hidden Markov Model for Multimodal Traffic Prediction"☆12Nov 23, 2022Updated 3 years ago
- The official PyTorch implementation of "Causal Learning Empowered OD Prediction for Urban Planning" (CIKM 2022).☆11Mar 10, 2023Updated 3 years ago
- [benchmark] Trajectory similarity computation☆20Aug 4, 2024Updated last year
- This is the official release code of AAAI2023 accepted paper: "Spatial temporal Neural Structural Causal Models for Bike Flow Prediction"☆43Jan 27, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆15Aug 5, 2025Updated 9 months ago
- KDD'23 --- Graph Neural Processes for Spatio-Temporal Extrapolation☆37May 29, 2023Updated 2 years ago
- LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting (NeurIPS 2023)☆278Nov 1, 2023Updated 2 years ago
- ☆20Jan 19, 2022Updated 4 years ago
- ☆19Aug 20, 2023Updated 2 years ago
- [NeurIPS 2024] Terra: A Multimodal Spatio-Temporal Dataset Spanning the Earth☆79Nov 9, 2025Updated 5 months ago
- ☆32Jun 11, 2024Updated last year
- ☆91Oct 27, 2023Updated 2 years ago
- 📚 A collection of awesome Causality in ST data papers.☆55Mar 21, 2026Updated last month
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- The official implementation of the manuscript Learning the complexity of urban mobility with deep generative collaboration network.☆20Jan 23, 2024Updated 2 years ago
- A professional list on deep learning models for Trajectory Similarity Measurement and Trajectory Distance Computation☆28Apr 9, 2024Updated 2 years ago
- ☆16Oct 12, 2023Updated 2 years ago
- few-shot models for short-term traffic prediction☆17Apr 8, 2023Updated 3 years ago
- Repo for CrossTReS: Cross-city Transfer Learning for Traffic Prediction via Source Region Selection☆18Dec 13, 2022Updated 3 years ago
- Discrete Graph Structure Learning for Forecasting Multiple Time Series, ICLR 2021.☆179Nov 30, 2021Updated 4 years ago
- [CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".☆227Nov 15, 2025Updated 5 months ago
- [Pattern Recognition] Decomposition Dynamic Graph Conolutional Recurrent Network for Traffic Forecasting☆99Sep 2, 2025Updated 8 months ago
- A professional list on Multi-modal Data Fusion Models and Key Datasets for Urban Computing.☆175Dec 16, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A deep reinforcement learning (DRL) based approach for slum upgrading. (KDD' 23)☆38Sep 11, 2023Updated 2 years ago
- ☆28May 16, 2023Updated 2 years ago
- Code for CIKM'23 "Cross-city Few-shot Traffic Forecasting via Traffic Pattern Bank"☆22Aug 12, 2023Updated 2 years ago
- [CIKM 2022] Source codes of CIKM2022 Full Paper "Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Tra…☆48Jan 28, 2023Updated 3 years ago
- This is code for 3D Dynamic Graph Convolutional Networks for Crowd Flow Prediction☆19Jul 16, 2019Updated 6 years ago
- Code for DiffSTG☆90Mar 10, 2024Updated 2 years ago
- [ICML 2024 Spotlight] "Sample-specific Masks for Visual Reprogramming-based Prompting"☆12Dec 20, 2024Updated last year
- Contrastive Trajectory Similarity Learning with Dual-Feature Attention (TrajCL) - ICDE 2023☆68Jul 16, 2025Updated 9 months ago
- ☆23Nov 3, 2022Updated 3 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- ☆46Sep 2, 2022Updated 3 years ago
- Official code for the paper 'Spatial-temporal Forecasting for Regions without Observations'☆13Nov 9, 2025Updated 5 months ago
- ☆12Nov 7, 2019Updated 6 years ago
- Python implementation for paper: "Causal Hidden Markov Model for Time Series Disease Forecasting"(CVPR 2021)☆34Dec 30, 2025Updated 4 months ago
- [ICDE'2024] Temporal-Frequency Masked Autoencoders for Time Series Anomaly Detection☆36Jul 26, 2024Updated last year
- AAAI23-Directed Acyclic Graph Structure Learning from Dynamic Graphs☆11Nov 25, 2022Updated 3 years ago
- When Do Contrastive Learning Signals Help Spatio-Temporal Graph Forecasting? (SIGSPATIAL 2022)☆43Nov 16, 2022Updated 3 years ago