Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.
☆140Jul 2, 2024Updated last year
Alternatives and similar repositories for Spatio-Temporal-Data-Mining-Survey
Users that are interested in Spatio-Temporal-Data-Mining-Survey 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 the repository for the collection of Graph Neural Network for Traffic Forecasting.☆1,205Aug 7, 2024Updated last year
- This is the repository for the collection of Deep Learning for Traffic Prediction Problems.☆230Oct 25, 2023Updated 2 years ago
- SARN: Spatial Structure-Aware Road Network Embedding via Graph Contrastive Learning - EDBT 2023☆20Aug 7, 2023Updated 2 years ago
- Taxi Traffic Speed/Flow Prediction Benchmark(based on Shanghai Taxi Dataset)☆14Mar 16, 2025Updated last year
- Summary of Spatio-Temporal Representation Learning Models.☆81Jan 26, 2023Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆32Oct 18, 2024Updated last year
- 2019-2021 Trajectory Paper Collation☆18Sep 21, 2022Updated 3 years ago
- A collection of research on spatio-temporal data mining☆158Jan 20, 2025Updated last year
- Spatio-Temporal Prediction Paper List☆269May 9, 2025Updated 11 months ago
- LibCity: An Open Library for Urban Spatial-temporal Data Mining☆1,117Dec 18, 2024Updated last year
- A Trajectory Preprocessing Toolkit in Python☆91Sep 3, 2025Updated 8 months ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆94Apr 5, 2024Updated 2 years ago
- ☆12Aug 5, 2023Updated 2 years ago
- ☆29Sep 13, 2024Updated last year
- 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.
- Code of CIKM'22 paper Jointly Contrastive Learning on Road Network and Trajectory☆39Sep 25, 2024Updated last year
- Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer (ICDE'23)☆51Jun 14, 2025Updated 10 months ago
- [ICML'2024] "FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction"☆92Sep 2, 2024Updated last year
- [NeurIPS'2023] "GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks"☆89Jun 10, 2024Updated last year
- ☆17May 22, 2024Updated last year
- A simple Python code to extract road network (in Shapefile) from OpenStreetMap (OSM)☆35Jul 3, 2020Updated 5 years ago
- ☆10Mar 14, 2023Updated 3 years ago
- Source code of the proposed method MulT-TTE in the paper "Multi-faceted Route Representation Learning for Travel Time Estimation"☆15Apr 7, 2025Updated last year
- [TKDD 2023] Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution☆331May 24, 2021Updated 4 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.
- ☆16Apr 9, 2025Updated last year
- [AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.☆293Oct 13, 2023Updated 2 years ago
- Map-Constrained Trajectory Recovery (KDD'21)☆61Apr 13, 2022Updated 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
- Summary of open source code for deep learning models in the field of traffic prediction☆280Nov 17, 2022Updated 3 years ago
- Code for tasks on Cainiao-LaDe (Last-mile Delivery dataset).☆90Dec 23, 2025Updated 4 months ago
- When Will We Arrive? A Novel Multi-Task Spatio-Temporal Attention Network Based on Individual Preference for Estimating Travel Time☆39Apr 29, 2025Updated last year
- LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting (NeurIPS 2023)☆278Nov 1, 2023Updated 2 years ago
- Organize some grid-based traffic flow datasets, mainly New York City bicycle and taxi data☆57Jun 30, 2021Updated 4 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Paper list in traffic prediction field☆229Jul 6, 2024Updated last year
- Code of “Dynamic Graph Convolutional Network with Attention Fusion for Traffic Flow Prediction”.☆22Apr 21, 2024Updated 2 years ago
- Traffic prediction is the task of predicting future traffic measurements (e.g. volume, speed, etc.) in a road network (graph), using hist…☆320Nov 10, 2023Updated 2 years ago
- Paper Collection of Trajectory Data Mining (Trajectory Generation, Anomalous Trajectory Detection)☆19Nov 11, 2025Updated 5 months ago
- ☆28Feb 10, 2022Updated 4 years ago
- AAAI 2021. GSNet: Learning Spatial-Temporal Correlations from Geographical and Semantic Aspects for Traffic Accident Risk Forecasting☆39Apr 13, 2023Updated 3 years ago
- This repo is about paper "Efficient Trajectory Similarity Computation with Contrastive Learning".☆16Jan 29, 2026Updated 3 months ago