Interank
A method for predicting the success of contributions to online collaborative projects.
Yardım, A. B., Kristof, V., Maystre, L., and Grossglauser, M., Can Who-Edits-What Predict Edit Survival?, arXiv preprint.
Setup
Install the interank library:
pip3 install -e lib
You're ready to predict some edits!
Data
Download the data folder, containing the models' predictions and true labels, and put it in the root of the repository.
With this you can run the following notebooks:
For the remaining notebooks, you'll need to process the raw data using the scripts in the scripts folder.
Requirements
This project requires Python 3.
Python libraries
- numpy
- scipy
- matplotlib
- scikit-learn
- jupyter
- tensorflow
- pandas