A TensorFlow Implementation of Deep Spatio-Temporal Residual Networks (ST-ResNet): https://arxiv.org/abs/1610.00081
☆108Sep 30, 2021Updated 4 years ago
Alternatives and similar repositories for STResNet
Users that are interested in STResNet are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code snippets of ST-ResNet by PyTorch☆70Oct 25, 2019Updated 6 years ago
- [AAAI 2019] DeepSTN+: Context-aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis☆66Apr 10, 2020Updated 6 years ago
- Code for our Spatiotemporal Dynamic Network☆288Apr 28, 2019Updated 7 years ago
- The codes and data of paper "Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning"☆216Jul 6, 2023Updated 3 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 5 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.
- Attentive Traffic Flow Machines☆60Oct 16, 2020Updated 5 years ago
- DMVST-Net for AAAI 2018☆109Mar 18, 2021Updated 5 years ago
- Deep Learning for Spatio-Temporal Data☆67Dec 8, 2016Updated 9 years ago
- Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow☆1,436Dec 9, 2024Updated last year
- This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic…☆251Jul 27, 2023Updated 3 years ago
- ☆58Dec 18, 2018Updated 7 years ago
- graph wavenet☆810Mar 14, 2022Updated 4 years ago
- An Open Source Spatio-Temporal Prediction Package☆217Oct 11, 2024Updated last year
- Spatio-Temporal Graph Convolutional Networks☆112Apr 19, 2019Updated 7 years ago
- 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.
- [CIKM'21] Spatio-Temporal-Categorical Graph Neural Networks for Fine-Grained Multi-Incident Co-Prediction☆17Dec 29, 2021Updated 4 years ago
- Pytorch Implementation of Urban Flow Magnifier (UrbanFM), KDD-19☆77May 3, 2021Updated 5 years ago
- Implementation of STG2Seq: Spatial-temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting☆33Jul 27, 2020Updated 6 years ago
- Proposed Proof of Concept to solve Traffic Congestion and Prediction Problem for Smart Cities by using LSTM(for future prediction) + CNN(…☆18Jan 4, 2023Updated 3 years ago
- Code for Paper "Multi-task Adversarial Spatial-Temporal Networks for Crowd Flow Prediction"☆20Jun 27, 2022Updated 4 years ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆233Jan 26, 2021Updated 5 years ago
- The project uses Keras on top of a Tensorflow LSTM to predict bearings, latitude/longitude, delays, and speeds for Metlink bus ping data☆11Nov 6, 2017Updated 8 years ago
- Taxi Origin-Destination Demand Prediction☆54Jul 4, 2020Updated 6 years ago
- implementation of STGCN for traffic prediction in IJCAI2018☆115Jun 12, 2019Updated 7 years ago
- 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 Pytorch Implementation of STResNet, AAAI 2017☆23Dec 17, 2020Updated 5 years ago
- Traffic Prediction using LSTM method.☆63Nov 1, 2016Updated 9 years ago
- LCTFP: A freeway traffic flow prediction model based on CNN and LSTM☆103Dec 19, 2018Updated 7 years ago
- [IJCAI'18] Spatio-Temporal Graph Convolutional Networks☆1,237Jun 14, 2026Updated last month
- ⚠️[Deprecated] no longer maintained, please use the code in https://github.com/guoshnBJTU/ASTGCN-r-pytorch☆429Jun 28, 2019Updated 7 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
- The task is to restate a thesis and redo the experiment following the instructions in the paper.☆70Mar 12, 2021Updated 5 years ago
- The codes and data of paper "Matrix Factorization for Spatio-Temporal Neural Networks with Applications to Urban Flow Prediction"☆26Jul 6, 2023Updated 3 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆461Feb 4, 2020Updated 6 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- deeplearning models implemented by pytorch FM, FFM, DeepFM, Wide&Deep, DCN, XDeepFM, FastText, TextCNN☆13Jan 16, 2020Updated 6 years ago
- 🚗 Implementation of spatio-temporal graph convolutional network with PyTorch☆369Dec 11, 2018Updated 7 years ago
- Modifications to Graph Wavenet☆113Dec 28, 2019Updated 6 years ago
- Spatio-temporal modeling 论文列表(主要是graph convolution相关)☆524Nov 7, 2019Updated 6 years ago
- PeMS crawler☆15Jan 2, 2019Updated 7 years ago
- Deep model for accident risk prediction over sparse traffic data☆50Jul 27, 2020Updated 6 years ago
- ☆17May 1, 2020Updated 6 years ago