ASTGCN
所属分类：物联网
开发工具：Python
文件大小：21205KB
下载次数：6
上传日期：2020-04-25 13:32:16
上 传 者：
Tian na
说明： 关于深度学习神经网络交通预测的python交通数据集PEMS08
(On Python traffic data set of deep learning neural network traffic prediction)
文件列表:
ASTGCN\configurations\PEMS04.conf (430, 2019-06-28)
ASTGCN\configurations\PEMS08.conf (430, 2019-06-28)
ASTGCN\data\PEMS08\distance.csv (4032, 2019-06-28)
ASTGCN\data\PEMS08\pems08.npz (18525419, 2019-06-28)
ASTGCN\docker\Dockerfile (190, 2019-06-28)
ASTGCN\figures\model.png (190695, 2019-06-28)
ASTGCN\lib\data_preparation.py (5279, 2019-06-28)
ASTGCN\lib\metrics.py (1136, 2019-06-28)
ASTGCN\lib\utils.py (9002, 2019-06-28)
ASTGCN\lib\__init__.py (0, 2019-06-28)
ASTGCN\model\astgcn.py (13457, 2019-06-28)
ASTGCN\model\model_config.py (2289, 2019-06-28)
ASTGCN\model\mstgcn.py (8172, 2019-06-28)
ASTGCN\model\__init__.py (0, 2019-06-28)
ASTGCN\papers\2019 AAAI_Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting.pdf (1142201, 2019-06-28)
ASTGCN\papers\ASTGCN_ppt.pdf (2387982, 2019-06-28)
ASTGCN\requirements.txt (49, 2019-06-28)
ASTGCN\test\test_data_preperation.py (552, 2019-06-28)
ASTGCN\test\test_metrics.py (760, 2019-06-28)
ASTGCN\test\test_model.py (2288, 2019-06-28)
ASTGCN\test\test_utils.py (3447, 2019-06-28)
ASTGCN\train.py (9023, 2019-06-28)
ASTGCN\data\PEMS08 (0, 2020-04-25)
ASTGCN\configurations (0, 2020-04-25)
ASTGCN\data (0, 2020-04-25)
ASTGCN\docker (0, 2020-04-25)
ASTGCN\figures (0, 2020-04-25)
ASTGCN\lib (0, 2020-04-25)
ASTGCN\model (0, 2020-04-25)
ASTGCN\papers (0, 2020-04-25)
ASTGCN\test (0, 2020-04-25)
ASTGCN (0, 2020-04-25)
Each npz file contains one key, named "data", the shape is (sequence_length, num_of_vertices, num_of_features).( 序列长度, 顶点数,特征数)
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