{"repo":"samirsaci/budget-planning","free":true,"listed":false,"github":"https://github.com/samirsaci/budget-planning","clone":"git clone https://github.com/samirsaci/budget-planning.git","description":"Automate Budget Planning with Linear Programming","language":"Jupyter Notebook","stars":15,"topics":["accounting","automation","budget-planning","finance","planning","python","supply-chain"],"license":null,"category":"workflow-automation","readme_excerpt":"Automate Budget Planning using Linear Programming 💰 Select the projects that maximise the return on investment, follow the management guidelines while respecting budget constraints Objective Automate the decision-making process for the yearly budget allocation of an International Logistics Company. Article In this Article, we will design a simple Linear Programming Model in Python to automate the decision-making process, considering budget constraints, projects, ROI, and management guidelines. 📘 Your complete guide for Supply Chain Analytics 60+ case studies with source code, dummy data and mathematical concepts here 👉 Analytics Cheat Sheet Youtube Video Click on the image below to access a full tutorial video to understand the concept behind this solution Scenario As a Regional Director at an international logistics company, you are responsible for logistics operations across four countries. Objective Your role is to find the right budget allocation that maximises your profits (ROI) and respects the guidelines of the top management. Code In this repository, you will find all the code used to explain the concepts presented in the article. Files - Budget Planning Problem.ipynb - Jupyter notebook with step-by-step analysis - budget planning.py - Standalone Python script Getting Started Dependencies - pandas - pulp - numpy - matplotlib - seaborn - openpyxl About me 🤓 Senior Supply Chain and Data Science consultant with international experience working on Logistics and Transp","default_branch":null,"files":null,"tree":[],"storefront":"/r/samirsaci","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/samirsaci/budget-planning/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."}