Attentive Traffic Flow Machines
☆60Oct 16, 2020Updated 5 years ago
Alternatives and similar repositories for ATFM
Users that are interested in ATFM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The task is to restate a thesis and redo the experiment following the instructions in the paper.☆70Mar 12, 2021Updated 5 years ago
- ☆51May 17, 2022Updated 4 years ago
- Code for our Spatiotemporal Dynamic Network☆289Apr 28, 2019Updated 7 years ago
- Implementation of STG2Seq: Spatial-temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting☆33Jul 27, 2020Updated 5 years ago
- Multi-step Citywide Crowd Flow Prediction☆11Dec 8, 2022Updated 3 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.
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆47Nov 28, 2022Updated 3 years ago
- Code snippets of ST-ResNet by PyTorch☆69Oct 25, 2019Updated 6 years ago
- The codes and data of paper "Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning"☆215Jul 6, 2023Updated 2 years ago
- This is an implementation of a traffic speed predicition model.☆10Oct 27, 2022Updated 3 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
- [AAAI 2019] DeepSTN+: Context-aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis☆65Apr 10, 2020Updated 6 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
- Taxi Origin-Destination Demand Prediction☆54Jul 4, 2020Updated 5 years ago
- Crawl traffic data from PEMS☆10Jul 19, 2021Updated 4 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- [This repo will NOT be maintained until further notice. Sorry for the inconvencience.] Baselines for Traffic Flow Prediction. (HA, ARIMA,…☆21May 1, 2021Updated 5 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019☆255Aug 13, 2019Updated 6 years ago
- This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/93460…☆261Jul 1, 2021Updated 4 years ago
- AGC-Net (Adaptive Graph Convolution Networks) is an advanced model designed to predict traffic flow. Dataset: METR-LA, PEMS-BAY☆12Sep 6, 2023Updated 2 years ago
- A Hybrid Deep Learning Model with Attention based ConvLSTM Networks for Short-Term Traffic Flow Prediction☆113Nov 10, 2021Updated 4 years ago
- ⚠️[Deprecated] no longer maintained, please use the code in https://github.com/guoshnBJTU/ASTGCN-r-pytorch☆429Jun 28, 2019Updated 6 years ago
- This is the repository for the collection of Graph Neural Network for Traffic Forecasting.☆1,206Aug 7, 2024Updated last year
- Spatio-temporal modeling 论文列表(主要是graph convolution相关)☆24Nov 7, 2019Updated 6 years ago
- Traffic prediction is the task of predicting future traffic measurements (e.g. volume, speed, etc.) in a road network (graph), using hist…☆319Nov 10, 2023Updated 2 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.
- Pytorch implementation of Spatoi-temporal Differential Equation Network (STDEN).☆42Sep 4, 2022Updated 3 years ago
- Diffusion Convolutional Recurrent Neural Network Implementation in PyTorch☆549Jul 17, 2024Updated last year
- ☆10Jun 17, 2023Updated 2 years ago
- Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow☆1,417Dec 9, 2024Updated last year
- A TensorFlow Implementation of Deep Spatio-Temporal Residual Networks (ST-ResNet): https://arxiv.org/abs/1610.00081☆108Sep 30, 2021Updated 4 years ago
- Implementation of Graph Muti-Attention Network with PyTorch☆174Nov 2, 2023Updated 2 years ago
- Reconstruction of DeepST☆115Jan 1, 2020Updated 6 years ago
- LCTFP: A freeway traffic flow prediction model based on CNN and LSTM☆103Dec 19, 2018Updated 7 years ago
- ☆15Jun 8, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- AAAIA2020-Accident Forecasting Experiments Setups☆40Nov 19, 2020Updated 5 years ago
- 交通·未来系列线上公益学术活动PPT☆117May 7, 2025Updated last year
- A reviewed paper list about applying deep learning models for smarter transportation systems☆12Sep 15, 2020Updated 5 years ago
- A correlation information-based spatiotemporal network for traffic flow forecasting☆28Feb 23, 2024Updated 2 years ago
- [AAAI'22] Event-Aware Multimodal Mobility Nowcasting☆14Sep 12, 2022Updated 3 years ago
- source code of paper 'Auto-STGCN: Autonomous Spatial-Temporal Graph Convolutional Network Search Based on Reinforcement Learning and Exis…☆11Jan 26, 2021Updated 5 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆453Feb 4, 2020Updated 6 years ago