explainable_api

This repo contains the code of a project that aims at using Machine Learning to predict the validation or the refusal of a specific type of administrative requests. The main focus of the project is to understand and explain the choices taken by the algorithms.

The repo takes a dataset containing requests as an input, runs adequate Machine Learning algorithms and returns an application explaining the results obtained by the algorithms.

In order to use it:

1. Fork/Clone the repo
2. Upload the data: upload the csv file in the data directory
3. Run the makefile to build the app