Deep Learning for Spatio-Temporal Data
☆67Dec 8, 2016Updated 9 years ago
Alternatives and similar repositories for DeepST
Users that are interested in DeepST are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Reconstruction of DeepST☆116Jan 1, 2020Updated 6 years ago
- A Pytorch Implementation of STResNet, AAAI 2017☆23Dec 17, 2020Updated 5 years ago
- ☆10Jan 4, 2026Updated 5 months ago
- Map matching for the cities in China☆10Nov 26, 2019Updated 6 years ago
- The codes and data of paper "Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning"☆14May 18, 2019Updated 7 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.
- 包括部分数据预处理以及基于Tensorflow的DMVST_Net模型的实现☆14Jun 1, 2019Updated 7 years ago
- Pytorch Implementation of Urban Flow Magnifier (UrbanFM), KDD-19☆77May 3, 2021Updated 5 years ago
- ☆51May 17, 2022Updated 4 years ago
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆49Dec 13, 2020Updated 5 years ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆231Jan 26, 2021Updated 5 years ago
- Base-line model☆17Mar 15, 2022Updated 4 years ago
- Code snippets of ST-ResNet by PyTorch☆69Oct 25, 2019Updated 6 years ago
- ⚠️[Deprecated] no longer maintained, please use the code in https://github.com/guoshnBJTU/ASTGCN-r-pytorch☆428Jun 28, 2019Updated 6 years ago
- A TensorFlow Implementation of Deep Spatio-Temporal Residual Networks (ST-ResNet): https://arxiv.org/abs/1610.00081☆108Sep 30, 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.
- 地图选点一键导出公交到达圈的小工具☆11Apr 4, 2022Updated 4 years ago
- This is a Pytorch implementation of ST-3DNet. Now the corresponding paper is available at https://ieeexplore.ieee.org/abstract/document/8…☆11Jul 13, 2021Updated 4 years ago
- [Applied Intelligence] Principal Graph Embedding Convolutional Recurrent Network for Traffic Flow Prediction☆14May 7, 2022Updated 4 years ago
- Repo for CrossTReS: Cross-city Transfer Learning for Traffic Prediction via Source Region Selection☆18Dec 13, 2022Updated 3 years ago
- ☆15Oct 21, 2020Updated 5 years ago
- GMAN: A Graph Multi-Attention Network for Traffic Prediction (GMAN, https://fanxlxmu.github.io/publication/aaai2020/) was accepted by AAA…☆532Apr 12, 2022Updated 4 years ago
- This is the repository for the collection of Deep Learning for Traffic Prediction Problems.☆230Oct 25, 2023Updated 2 years ago
- The codes and data of paper "Matrix Factorization for Spatio-Temporal Neural Networks with Applications to Urban Flow Prediction"☆26Jul 6, 2023Updated 2 years ago
- [IJCAI'2022] FOGS: First-Order Gradient Supervision with Learning-based Graph for Traffic Flow Forecasting☆27Aug 25, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆453Feb 4, 2020Updated 6 years ago
- ☆50May 24, 2022Updated 4 years ago
- Spatio-temporal modeling 论文列表（主要是graph convolution相关)☆24Nov 7, 2019Updated 6 years ago
- Taxi Origin-Destination Demand Prediction☆54Jul 4, 2020Updated 5 years ago
- Implementation for MSDR☆25Sep 1, 2022Updated 3 years ago
- An implementation of vdist2vec model in paper A Learning Based Approach to Predict Shortest-Path Distances☆11Apr 8, 2022Updated 4 years ago
- 杭州市群体与区域移动行为时空模式挖掘☆14Mar 4, 2017Updated 9 years ago
- Addressing the problem of predicting crime occurrence based on historic records☆11Nov 27, 2019Updated 6 years ago
- ☆10Dec 19, 2016Updated 9 years ago
- 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.
- Code for our Spatiotemporal Dynamic Network☆288Apr 28, 2019Updated 7 years ago
- Paper, code, experiments and evaluation for ESA2020 paper "Space-efficient, Fast and Exact Routing in Time-dependent Road Networks"☆13Mar 12, 2021Updated 5 years ago
- ☆13May 30, 2022Updated 4 years ago
- Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embe…☆16Sep 29, 2024Updated last year
- HuMobi is a library for human mobility analyses implemented in Python. The main focus of this library is on data processing, aggregation,…☆14Apr 21, 2026Updated last month
- ☆23Nov 3, 2022Updated 3 years ago
- Machine learning for transportation data imputation and prediction.☆40May 12, 2026Updated 3 weeks ago