BEV-ML

Implementation of seminar Thesis IIP

Requirements

tensorflow 2.0.0^
pandas
matplotlib
numpy

Installation

Follow these commands after cloning the repo.

Install dependencies

pip install tensorflow pandas matplotlib

In case tensorflow cannot be installed with pip go to https://www.tensorflow.org/install/

Prepare data

The raw data must be found under data/raw.csv in the project folder.
Run data_prep.py

python data_prep.py

Run model

Check the desired parameters in LSTM.py.
If you want to predict set TRAIN=False and make sure that the model is already available in models/.
If the model is not yet trained, set TRAIN=True and run the script.