{"repo":"brrich/DeliverySim","free":true,"listed":false,"github":"https://github.com/brrich/DeliverySim","clone":"git clone https://github.com/brrich/DeliverySim.git","description":"realtime sim of an instacart-like delivery model","language":"Python","stars":12,"topics":["dashboard","instacart","logistics","or-tools","uber"],"license":null,"category":"dashboards-admin","readme_excerpt":"DeliverySim https://user-images.githubusercontent.com/assets/33b6ed9f-aa7e-4b4f-af43-d0dcc18f539a A delivery route optimization and visualization dashboard for an Instacart-like business model. This system simulates and optimizes delivery operations using real-world data from San Francisco. Also supports returns and return paths. All modeling is probablistic based on demand rates (changeable parameters). Assumes orders are received at start of time period (i.e. at start of day, hr, week, etc) Features Category Description ---------- ------------- Simulation Engine Real-time computational simulation tracking driver positions, package states, house and retailer statuses Interactive UI Frontend displaying driver paths, package heatmaps, and key metrics ($/package, total cost, driver time) VRP Solver Google OR-Tools implementation for complex routing with pickup/delivery constraints Optimization Multiple modes (time, cost, distance) for route optimization Data San Francisco housing and retail locations with optional traffic simulation Architecture Object-oriented design for all system components (drivers, retailers, packages, houses) Installation Usage Running the Dashboard Navigate to the provided local URL to access the interactive dashboard interface where you can watch the simulation unfold in real-time. Running Simulations NOTE: it is useful to adjust the solver parameters. The solver max time determines the accuracy of the solution. Increase it for a better solution. For ex","default_branch":null,"files":null,"tree":[],"storefront":"/r/brrich","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/brrich/DeliverySim/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}