To install the basic project dependencies, first activate a Python 3 virtual environment and from the root of the project run the command:

pip install .

Every research project contains the scripts, data, results, analysis and content directories.

It is the entry point every project. To install the required dependencies from the scripts directory run the command:

pip install -r requirements.txt

In order to generate the content of the publication in a reproducible format, various scripts are provided.

data.py

Download and save the datasets used for the experiments:

python data.py

results.py

Run the experiments and get the results:

python results.py

analysis.py

Analyze the results of experiments:

python analysis.py

It contains the experimental data. They are downloaded and saved, using the data.py script.

It contains the results of experiments as pickled pandas dataframes. They are generated, using the results.py script.

It contains the analysis of experiments' results in various formats. They are generated, using the analysis.py script.

It contains the LaTex source files of the project.