Party Membership Prediction: Leveraging data from French deputies, our goal is to develop a model that accurately predicts the political party membership of french deputies.
Authors : Lambros Michalopoulos, Vivek Ashokan, Hugo Pointier, Romain Poupon, Nathan Maligeay
To run a submission and the notebook you will need the dependencies listed
in requirements.txt. You can install install the dependencies with the
following command-line:
pip install -U -r requirements.txtThe required data can be downloaded locally :
python3 download_data.py
Source: data.europa.eu
Before utilizing the data, it needs to undergo processing:
python3 prepare_data.py
The submissions need to be located in the submissions folder. For instance
for my_submission, it should be located in submissions/my_submission.
To run a specific submission, you can use the ramp-test command line:
ramp-test --submission my_submissionYou can get more information regarding this command line:
ramp-test --helpYou can find more information regarding ramp-workflow in the
dedicated documentation