yoshall / Awesome-Multimodal-Urban-Computing
A professional list on Multi-modal Data Fusion Models and Key Datasets for Urban Computing.
☆129Updated 3 months ago
Alternatives and similar repositories for Awesome-Multimodal-Urban-Computing:
Users that are interested in Awesome-Multimodal-Urban-Computing are comparing it to the libraries listed below
- An Awesome Collection of Urban Foundation Models (UFMs).☆160Updated last month
- A professional list of Deep Learning and Large (Language) Models (LM, LLM, FM) for Trajectory Data Management and Mining.☆188Updated last year
- Source code for the UniTE pipeline.☆16Updated 3 weeks ago
- UUKG: Unified Urban Knowledge Graph Dataset for Knowledge-Enhanced Urban Spatiotemporal Prediction☆92Updated last year
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆119Updated 8 months ago
- Learning Text-Enhanced Urban Region Profiling with Contrastive Language-Image Pre-Training☆27Updated 10 months ago
- Urban Cup 2023☆16Updated last year
- [WWW24-UrbanCLIP] A comprehensive toolkit designed to facilitate the collection, processing, and integration of satellite imagery and ass…☆13Updated 5 months ago
- Simulating human mobility with a trajectory generation framework based on diffusion model☆21Updated last year
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆79Updated 11 months ago
- Summary of Spatio-Temporal Representation Learning Models.☆72Updated 2 years ago
- Official implementation of the paper "Spatial-Temporal Large Language Model for Traffic Prediction"☆73Updated last month
- code for paper Multi-View Joint Graph Representation Learning for Urban Region Embedding. (to be updated)☆32Updated 3 years ago
- ☆33Updated last year
- Spatio-Temporal Prediction Paper List☆174Updated 2 months ago
- ☆16Updated last year
- LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting (NeurIPS 2023)☆193Updated last year
- Urban Region Representation Learning with Attentive Fusion (ICDE 2024)☆15Updated last month
- LLMob is an intuitive framework that builds reasoning logic for LLMs in the context of personal activity trajectory generation.☆39Updated last week
- Implementation of the paper - Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction☆39Updated 2 years ago
- Urban Region Representation Learning with OpenStreetMap Building Footprints☆25Updated 11 months ago
- ☆11Updated last year
- Official implementation for "UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction" (KDD 2024)☆158Updated 2 months ago
- The implemention of DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model☆63Updated 7 months ago
- A collection of research on spatio-temporal data mining☆148Updated 2 months ago
- An Open Source Spatio-Temporal Prediction Package☆199Updated 5 months ago
- The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques☆28Updated last year
- [NeurIPS'2023] "GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks"☆77Updated 9 months ago