LSTM-prediction

代码说明：

  通过改进RNN神经网络经典的LSTM模型预测交通流。(prediction traffic flow)

文件列表：

LSTM-prediction, 0 , 2019-07-07
LSTM-prediction\.gitignore, 1143 , 2016-11-01
LSTM-prediction\.idea, 0 , 2019-07-07
LSTM-prediction\.idea\inspectionProfiles, 0 , 2019-07-07
LSTM-prediction\.idea\misc.xml, 294 , 2018-12-04
LSTM-prediction\.idea\modules.xml, 337 , 2018-12-04
LSTM-prediction\.idea\traffic-prediction-master(效果不好).iml, 464 , 2018-12-04
LSTM-prediction\.idea\workspace.xml, 5222 , 2018-12-04
LSTM-prediction\LICENSE, 1065 , 2016-11-01
LSTM-prediction\README.md, 430 , 2016-11-01
LSTM-prediction\data, 0 , 2019-07-07
LSTM-prediction\data\data302.csv, 113734 , 2016-11-01
LSTM-prediction\data\data_pems_16664.csv, 3093847 , 2016-11-01
LSTM-prediction\img, 0 , 2019-07-07
LSTM-prediction\img\model_2_layer.png, 46831 , 2016-11-01
LSTM-prediction\img\model_3_layer.png, 61656 , 2016-11-01
LSTM-prediction\img\traffic_prediction_result_4.png, 51252 , 2016-11-01
LSTM-prediction\img\traffic_prediction_result_5.png, 55811 , 2016-11-01
LSTM-prediction\img\traffic_prediction_result_6.png, 74126 , 2016-11-01
LSTM-prediction\main.py, 3824 , 2018-10-27
LSTM-prediction\model, 0 , 2019-07-07
LSTM-prediction\model\model_2_layer.json, 2177 , 2016-11-01
LSTM-prediction\model\model_3_layer.json, 2913 , 2016-11-01
LSTM-prediction\model\weights_2_layer.h5, 4719264 , 2016-11-01
LSTM-prediction\model\weights_3_layer.h5, 17812960 , 2016-11-01
LSTM-prediction\predict, 0 , 2019-07-07
LSTM-prediction\predict\y_pred.csv, 5041 , 2016-11-01
LSTM-prediction\predict\y_test.csv, 2709 , 2016-11-01
LSTM-prediction\utils.py, 931 , 2016-11-01