From Cracked Accounts to Fake IDs

Development setup

The development setup consists of two parts. The first part is needed for running the project. The second part is needed for committing changes to the project.

1. Create the environment

This project uses conda and poetry for dependency management and building. The setup is done as follows:

1. Create a new conda environment

   conda env create -f env.yml

2. Activate the environment

   conda activate data-2022

3. Tell poetry to not create a virtualenv

   poetry config --local virtualenvs.create false

4. Install all dependencies

   poetry install

5. Extract the data

   tar -xvf data.tar.xz

6. Download the pre-trained fasttext embeddings: https://drive.google.com/drive/folders/1a9llDhoM6zD-sOKiM0AdSxDYq2-15PJD and put them in data/raw

7. Run the experiments

   dvc repro