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Optimizing an urban meal delivery platform
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Alexander Hess 8586db58c7
Run type checks only against packaged *.py files 
- for tests/ and the noxfile.py, type annotations are not strictly
  enforced any more
  + this simplifies the way test cases and nox sessions are written
  + for many pytest fixtures, no types are available via a public API
- put fixtures inside the classes the corresponding test cases are
  grouped in
2020-08-04 22:57:55 +02:00
src/urban_meal_delivery Add CLI entry point umd 2020-08-04 21:14:40 +02:00
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.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
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poetry.lock Add CLI entry point umd 2020-08-04 21:14:40 +02:00
pyproject.toml Add CLI entry point umd 2020-08-04 21:14:40 +02:00
README.md Initial commit 2020-08-03 20:19:42 +02:00
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README.md

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