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
- Big Data Inventory Management on AWS (Demand Forecasting, Machine Learning, Dashboarding) : Presented at Carlson School of Management dur…☆11Apr 15, 2020Updated 6 years ago
- Predict seasonal item sales using classical time-series forecasting methods like Seasonal ARIMA and Triple Exponential Smoothing and curr…☆33Jun 26, 2020Updated 5 years ago
- This project focuses on Supply Chain Analytics and Demand Forecasting using advanced analytics and models to optimize operations and pred…☆17Jun 29, 2024Updated last year
- Using advanced MIP decomposition techniques like Column Generation, Benders' Decomposition, Lagrangian Relaxation to solve CVRP and UFL w…☆56Oct 6, 2019Updated 6 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Price Elasticities and Purchase Incidence Model☆14Apr 17, 2020Updated 6 years ago
- Official implementation of "Predictive and Prescriptive Performance of Bike-Sharing Demand Forecasts for Inventory Management"☆19Sep 1, 2021Updated 4 years ago
- The python notebook is on googles new collabatory tool. Its a churn model being run on 3 different algorithms to compare.☆10Mar 3, 2018Updated 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 9 years ago
- ☆28Jan 2, 2023Updated 3 years ago
- Author: Feras Al-Basha; Research Director: Yossiri Adulyasak; Research Director: Laurent Charlin; MSc in Global Supply Chain Management -…☆50Feb 26, 2021Updated 5 years ago
- My solutions for discrete optimization course on Coursera☆49Jan 7, 2020Updated 6 years ago
- Historical Sales Using Price Elasticity to determine customer responsiveness to future price changes☆24Jul 23, 2022Updated 3 years ago
- Inventory Management for Retail — Stochastic Demand☆20Jan 3, 2026Updated 4 months ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- This repository contains my data analysis on Excel where i have performed Data analysis tasks such as Data preprocessing, Data Cleaning, …☆17Aug 30, 2023Updated 2 years ago
- A model to tell whether a tweet is about a natural disaster or not☆15Mar 25, 2023Updated 3 years ago
- Inventory Management for Retail — Deterministic Demand☆22Dec 30, 2025Updated 4 months ago
- top3-solution☆10Feb 28, 2020Updated 6 years ago
- A collection of reference Jupyter notebooks and demo AI/ML applications for enterprise use cases: marketing, pricing, supply chain, smart…☆1,438Jan 24, 2024Updated 2 years ago
- D-vine quantile regression☆11Dec 9, 2025Updated 4 months 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
- ☆12Dec 14, 2021Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A model algorithm to provide practical insights into pricing mechanisms☆27Feb 1, 2026Updated 3 months ago
- Code and computational experiments of the paper "Benders Adaptive-Cuts Method for Two-Stage Stochastic Programs" by Cristian Ramírez-Pico…☆20Jun 1, 2023Updated 2 years ago
- Vine_Copula_based_ARMA_EGARCH☆10Feb 10, 2019Updated 7 years ago
- Simulation Framework for Dynamic Pricing Competitions☆20Aug 24, 2018Updated 7 years ago
- The project provides a real-world dataset focusing on supply chain analytics☆23Aug 26, 2023Updated 2 years ago
- Internship project☆57Mar 14, 2021Updated 5 years ago
- (117th place - Top 26%) Deep learning using Keras and Spark for the "Store Item Demand Forecasting" Kaggle competition.☆26Jun 14, 2019Updated 6 years ago
- Measure market risk by CAViaR model☆16Dec 15, 2024Updated last year
- Forecast sales for 350+ supplement retail chain stores for next 2 months. 2nd Rank solution.☆12Sep 20, 2021Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆22Sep 26, 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
- This is a supply chain analytics project using Python, Tableau. In which conducted an analysis of supply chain inefficiencies, and develo…☆30Jan 14, 2026Updated 3 months ago
- Traveling salesman code based on Gurobi using branch and cut☆10Apr 10, 2018Updated 8 years ago
- Predicting sales of items in stores using Feed Forward Neural Network, Long Short Term Memory, Temporal Convolution Network & a hybrid of…☆15Jul 20, 2021Updated 4 years ago