Optimizing an urban meal delivery platform
Find a file
Alexander Hess 762fbf33b4
Finalize the automated tasks in nox
- only support Python 3.8 in the project
  as GitHub Actions has no 3.9 in its base image
- re-order some sessions so that the order in
  `poetry run nox --list` is more intuitive
- add extensive documentation to the noxfile.py module
- add more whitespace to noxfile.py to make it easier to read
- add generic maintainance tasks:
  + "init-project" => set up all pre-commit hooks
  + "clean-pwd" => ~ `git clean -X` with minor exceptions
- upgrade isort to 5.3.0
2020-08-05 15:37:26 +02:00
docs Add technical documentation for the package 2020-08-05 01:44:29 +02:00
src/urban_meal_delivery Add technical documentation for the package 2020-08-05 01:44:29 +02:00
tests Run type checks only against packaged *.py files 2020-08-04 22:57:55 +02:00
.gitignore Add nox as the task runner 2020-08-03 21:24:06 +02:00
.pre-commit-config.yaml Set up pre-commit hooks 2020-08-04 17:58:35 +02:00
LICENSE.txt Initial commit 2020-08-03 20:19:42 +02:00
noxfile.py Finalize the automated tasks in nox 2020-08-05 15:37:26 +02:00
poetry.lock Add technical documentation for the package 2020-08-05 01:44:29 +02:00
pyproject.toml Add technical documentation for the package 2020-08-05 01:44:29 +02:00
README.md Initial commit 2020-08-03 20:19:42 +02:00
setup.cfg Add technical documentation for the package 2020-08-05 01:44:29 +02:00

Urban Meal Delivery

This repository holds code analyzing the data of an undisclosed urban meal delivery platform operating in France from January 2016 to January 2017. The goal is to optimize the platform's delivery process involving independent couriers.

The analysis is structured into three aspects that iteratively build on each other.

Real-time Demand Forecasting

Predictive Routing

Shift & Capacity Planning