Lane-Level Traffic speed prediction

This is the code for the manuscript "Lane-Level Traffic Speed Forecasting: A Novel Mixed Deep Learning Model"

File description

MDL_model.py --- This file provides the code of the MDL model. create_data.py ---This file preprocesses the data which are used as the input of the MDL model. The pseudo-code of training an MDL model. ---This file provides the pseudo code of the MDL model.

Requirements

TensorFlow==1.13.2 Keras==2.1.1 Pandas==0.25.1 Numpy==1.17.2 Matplotlib==3.1.1

Python script explanation

create_data.py--- create_dataset_input(data,look_back,look_ahead)----create the dataset for input create_dataset_output(data,look_back,look_ahead)---create the dataset for output