GitHub1 年
LSTM-and-1D-CNN-Models-for-Real-Time-Flood-Prediction
Comparative Study of Deep Learning LSTM and 1D-CNN Models for Real-time Flood Prediction in Red River of the North, USA This repository contains a Python script demonstrating the use of deep learning ...
GitHub6 年
LCTFP: A freeway traffic flow prediction model based on CNN and LSTM
最后把经过处理后的数据存入数组。 LCTFP模型使用1D CNN + LSTM的组合结构对高速公路短时交通流进行预测。1D CNN用来学习短时交通流的空间特征，LSTM用来学习交通流演变的时间特征。脚本cnn_lstm_param.py可进行超参数搜索，运行前需安装hyperas。