This repo contains all my code source and documentation used in the challenge "Predicting response times of the Paris Fire Brigade Vehicles".
The root and helpers subfolder contain all the python files and Jupyter notebooks.
The Doc folder contains my documents for "Memoire de certification".
The code source was written in [Google Colab] (https://colab.research.google.com/).
It is recommended to use a personal Google Drive to store permanently the datasets and the artifacts (models and intermediary data).
The following folders have to be created before running the notebooks:
- data: one has to download the dataset (csv files) provided by the challenge,
- data/prepared: the intermediary datasets will be created in this folder.
- models: models will be saved in this folder.
- LOGS: used to store logs
The notebooks must be run in a specific order according to the prefix number of the notebook name.