Hands-On Deep Learning

CHPC Notebooks for Hands-On Deep Learning
by Wim R.M. Cardoen (CHPC, University of Utah)

• Lecture 1: Simple Shallow Neural Net (Logistic Regression)
• Lecture 2: General Dense Neural Net

Installation of the Python packages (Linux)

• Download the miniforge installation script
  wget https://github.com/conda-forge/miniforge/releases/latest/download/Miniforge3-Linux-x86_64.sh
• Install the miniforge base in a directory with variable name DIR
  bash ./Miniforge3-Linux-x86_64.sh -b -p $DIR
• Modify the PATH variable (assuming your SHELL is either sh, bash or zsh)
  
  • export PATH=$DIR/bin:$PATH
    
  • echo $(which python)
• Install the required packages (the file requirements.txt is to be found in install)
  pip install -r install/requirements.txt
• A miniforge lmod file can be found in the directory install/lmod/.

Check installation from CLI

python install/check_install.py