Zhangtianpu / gru_attention_trafficFlowPrediction
☆19Updated 3 years ago
Alternatives and similar repositories for gru_attention_trafficFlowPrediction:
Users that are interested in gru_attention_trafficFlowPrediction are comparing it to the libraries listed below
- 比较 TCN、GRU、GCN、TGCN、 TCN+GCN 在 交通流量预测方面的准确率效果。☆121Updated 3 years ago
- A Hybrid Deep Learning Model with Attention based ConvLSTM Networks for Short-Term Traffic Flow Prediction☆97Updated 3 years ago
- ASTGCN, LSTM, GCN LSTM with fused result from previous week, day, hour☆17Updated 2 years ago
- LCTFP: A freeway traffic flow prediction model based on CNN and LSTM☆87Updated 6 years ago
- 基于图注意力模型(GAT)的交通网络流量预测☆11Updated 2 years ago
- 城市交通道路流量预测☆48Updated 6 years ago
- 交通流量预测项目在研,以下是本人学习过程中积累整理的资源,会持续更新☆209Updated 4 years ago
- Traffic flow predict. Implementation of graph convolutional network with PyTorch☆106Updated 4 years ago
- 分别使用三种图卷积做一个简单的交通流量预测模型。☆35Updated 4 years ago
- Code for Deep-learning Architecture for Short-term Passenger Flow Forecasting in Urban Rail Transit☆176Updated 4 years ago
- traffic-prediction using LSTM and GCN by pytorch☆54Updated 4 years ago
- A time series task- predicting traffic flow using LSTM model☆21Updated 4 years ago
- Paper:Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting . Implementation of spatio-temporal…☆135Updated 4 years ago
- paper : <Spatial-Temporal Transformer Networks for Traffic Flow Forecasting>☆160Updated 3 years ago
- [This repo will NOT be maintained until further notice. Sorry for the inconvencience.] Baselines for Traffic Flow Prediction. (HA, ARIMA,…☆18Updated 3 years ago
- In this study, we propose an end-to-end deep learning model-RCL-Learning that integrates ResNet and ConvLSTM.☆16Updated 2 years ago
- 交通流量多模型预测☆45Updated 4 years ago
- Tutorial about Graph Convolutional Network(GCN)☆95Updated 3 years ago
- Short-term Air Quality Prediction Based on EMD-Transformer-BiLSTM☆24Updated 10 months ago
- 基于pytorch搭建多特征LSTM时间序列预测☆162Updated 2 years ago
- RNN、LSTM、CNN+LSTM、GRU☆9Updated last year
- 使用GCN和GRU组合模型,多站点气温预测☆35Updated 3 years ago
- 基于VMD-Attention-LSTM的时间序列预测模型(代码仅使用了一个较小数据集的训练及预测,内含使用使用逻辑,适合初学者观看,模型结构是可行的,有能力的请尝试使用更大的数据集训练)☆51Updated last year
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆49Updated 2 years ago
- This is a project for predicting air pollutants in London by time series model, including lstm, bilstm, Convlstm, attention lstm, lightGB…☆139Updated 4 years ago
- A PyTorch implementation of T-GCN☆61Updated last year
- The pytorch implementation of Traffic Flow Prediction via Spatial Temporal Graph Neural Network☆124Updated 3 years ago
- MVTS Classification with GCN-LSTM☆19Updated 2 years ago
- ResNet_LSTM_GCN☆13Updated last year
- Using to predict the highway traffic speed☆30Updated 9 months ago