End-to-end automated pipeline in Python that forecasts weekly demand for products & recommends corresponding optimal prices for a retail chain (Machine Learning in sklearn, MIP optimization in Gurobi)
☆40Sep 16, 2019Updated 6 years ago
Alternatives and similar repositories for Retail-Forecasting-Optimal-Pricing
Users that are interested in Retail-Forecasting-Optimal-Pricing are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- n this machine learning pricing project, we implement a retail price optimization algorithm using regression trees. This is one of the fi…☆22Jul 15, 2020Updated 5 years ago
- Predict seasonal item sales using classical time-series forecasting methods like Seasonal ARIMA and Triple Exponential Smoothing and curr…☆34Jun 26, 2020Updated 5 years ago
- Using advanced MIP decomposition techniques like Column Generation, Benders' Decomposition, Lagrangian Relaxation to solve CVRP and UFL w…☆55Oct 6, 2019Updated 6 years ago
- This project focuses on Supply Chain Analytics and Demand Forecasting using advanced analytics and models to optimize operations and pred…☆19Jun 29, 2024Updated last year
- Data Science Project: House Prices☆24Feb 25, 2021Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Machine learning and statistical test to evaluate whether a pricing test running on the site has been successful☆11Jul 17, 2017Updated 8 years ago
- This is a Inventory Management System created using R and Shiny package that forecasts next month sales demand and also calculates safety…☆21May 8, 2016Updated 10 years ago
- ☆28Jan 2, 2023Updated 3 years ago
- Segmenting customers into different categories, Building a dynamic pricing model and demanding forecasting, Predicting the next purchase …☆11Sep 24, 2020Updated 5 years ago
- My solutions for discrete optimization course on Coursera☆49Jan 7, 2020Updated 6 years ago
- Author: Feras Al-Basha; Research Director: Yossiri Adulyasak; Research Director: Laurent Charlin; MSc in Global Supply Chain Management -…☆49Feb 26, 2021Updated 5 years ago
- [BA project] Dynamic Pricing Optimization for Airbnb listing to optimize yearly profit for host. Use Clustering for competitive analysis,…☆238Nov 14, 2018Updated 7 years ago
- Tutorial on Benders decomposition and acceleration techniques☆18May 23, 2023Updated 3 years ago
- This repository contains my data analysis on Excel where i have performed Data analysis tasks such as Data preprocessing, Data Cleaning, …☆16Aug 30, 2023Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Inventory Management for Retail — Deterministic Demand☆22Dec 30, 2025Updated 5 months ago
- top3-solution☆10Feb 28, 2020Updated 6 years ago
- Supply chain management☆18Nov 6, 2021Updated 4 years ago
- Supplementary xts functionality, and development platform for GSoC projects☆14Feb 9, 2015Updated 11 years ago
- ☆24Jun 15, 2020Updated 6 years ago
- ☆12Dec 14, 2021Updated 4 years ago
- A model algorithm to provide practical insights into pricing mechanisms☆27May 24, 2026Updated 3 weeks ago
- Code and computational experiments of the paper "Benders Adaptive-Cuts Method for Two-Stage Stochastic Programs" by Cristian Ramírez-Pico…☆19Jun 1, 2023Updated 3 years ago
- ☆14Sep 10, 2025Updated 9 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆10Sep 20, 2020Updated 5 years ago
- Vine_Copula_based_ARMA_EGARCH☆10Feb 10, 2019Updated 7 years ago
- ☆10Apr 5, 2022Updated 4 years ago
- Simulation Framework for Dynamic Pricing Competitions☆20Aug 24, 2018Updated 7 years ago
- Capacitated Vehicle Routing Problem with Time Windows (NP-Hard). Winner at ICHack 18.☆29Feb 3, 2018Updated 8 years ago
- The objective of the project is to obtain the prediction of delivery date and freight cost based on the historic trend and attributes.The…☆10Aug 1, 2019Updated 6 years ago
- Internship project☆57Mar 14, 2021Updated 5 years ago
- The project provides a real-world dataset focusing on supply chain analytics☆24Aug 26, 2023Updated 2 years ago
- (117th place - Top 26%) Deep learning using Keras and Spark for the "Store Item Demand Forecasting" Kaggle competition.☆26Jun 14, 2019Updated 7 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Measure market risk by CAViaR model☆16Dec 15, 2024Updated last year
- Random-Key Optimizer (RKO) - C++ framework☆20Mar 31, 2025Updated last year
- (Python, PySpark)☆11Nov 15, 2020Updated 5 years ago
- Forecast sales for 350+ supplement retail chain stores for next 2 months. 2nd Rank solution.☆12Sep 20, 2021Updated 4 years ago
- Quantification of global drought recovery probability based on Vine Copula☆19Jan 25, 2024Updated 2 years ago
- Kaggle Grupo Bimbo Inventory Demand, NO.156/top 8% (post competition analysis) 庫存需求預測、前 8 % ( 賽後分析 )☆16Dec 11, 2022Updated 3 years ago
- Pulls latest Iridium-NEXT/Starlink/OneWeb TLE data and outputs orbital information of all satellites for the specified day using PREDICT.…☆10Dec 3, 2021Updated 4 years ago