Bachelor Thesis (title is TBA)

How to compile

0. Make sure to clone this repo with submodules:

   git clone [email protected]:schweikart/bachelor-thesis.git --recursive

1. Install the full TexLive distribution:

   sudo apt-get install texlive-full

2. Generate document through LaTeXmk:

   latexmk

3. Done! You can find the document at ./thesis.pdf.

Evaluation Server

This section describes the server installation used to run the evaluation.

• Server: Hetzner CAX41 ARM64 cloud server with 16 shared vCPUs, 32GB of RAM, and 320GB of disk space.
• Software:
  • Operating system: Ubuntu 22.04
  • Package installation:

    sudo apt-get update
    sudo apt-get upgrade
    sudo apt-get install python-is-python3 python3-pip python3-venv
    

  • Virtual environment setup:

    # in repository folder
    python3 -m venv .venv
    source ./.venv/bin/activate
    pip install -r ./code/requirements.txt
    

  • Start Jupyter server:

    jupyter notebook
    # note: set up SSH tunnel before connecting to server
    # ssh -L 8888:localhost:8888 [email protected]
    

  • Run evaluation (use tmux to keep running in the background):

    cd crotosolve/code
    jupyter nbconvert --to script dataset_generation.ipynb
    ipython dataset_generation.py
    

    ⚠️ Important: Make sure to commit generated evaluation data to the repository!