Research-Workshop

About :

The models are trained on the dataset as described in this paper: https://github.com/hbrouwer/dbc2021rerps/releases

And are tested on the dataset described in this Paper: https://github.com/hbrouwer/dbc2019rerps/releases

Requirements :

To load the data, you need :

• A recent version of Python 3, with recent versions of:
  • pandas

To run the code for linear regression model, you need:

• A recent version of Python 3, with recent versions of:
  • pandas
  • numpy
  • matplotlib
  • sklearn

To run the code for CNN model, you need:

• A version of Python 3.9.5, with tensorflow 2.10 as a kernel and recent versions of:
  • pandas
  • numpy
  • matplotlib
  • sklearn
  • tensorflow
  • keras
  • future
• CUDA Toolkit 11.8
• cuDNN SDK 8.6.0

Resources for installing Tensorflow supported with GPU can be found in the links below:

• Setting Up CUDA, CUDNN, Keras, and TensorFlow on Windows 11 for GPU Deep Learning: https://www.youtube.com/watch?v=OEFKlRSd8Ic&t=1181s
• Install TensorFlow with pip: https://www.tensorflow.org/install/pip