samarthmistry / Retail-Forecasting-Optimal-PricingLinks
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)
☆35Updated 5 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
Sorting:
- A low capacity and high capacity plant across 5 countries are considered and a linear programming model is built to determine the total l…☆19Updated 3 years ago
- Author: Feras Al-Basha; Research Director: Yossiri Adulyasak; Research Director: Laurent Charlin; MSc in Global Supply Chain Management -…☆46Updated 4 years ago
- Scripts inspired by book Inventory Optimization by Nicolas Vandeput.☆41Updated 4 years ago
- Supply Chain Optimization with Python☆96Updated 4 months ago
- Machine Learning for Retail Sales Forecasting — Features Engineering☆66Updated 8 months ago
- Optimize revenues through pricing algorithm in python - Demand with uniform distribution☆31Updated 4 years ago
- An analysis, with a focus on demand forecasting, of transactional data associated with over 2.5 million customers and 31,868 SKUs over th…☆15Updated 4 years ago
- Inventory Management for Retail — Deterministic Demand☆16Updated 4 months ago
- Python implementation to solve Vehicle Routing problem & Master Production Scheduling in Supply Chain Analytics & Design.☆67Updated 4 years ago
- The aim of the project is leverage linear programming in supply chain optimization problem☆17Updated 4 years ago
- This machine learning model (LSTM Time Series model) helps us to forecast demand of a supply chain business problem. This model uses Kera…☆28Updated 7 years ago
- This work explains how OR and ML in tandem can help us making a cost efficient decisions. I have used a Supply Chain Network Design use c…☆24Updated 4 years ago
- Deterministic and Stochastic Dynamic Programs for optimization of Supply Chain☆19Updated 2 years ago
- Time Series Decomposition techniques and random forest algorithm on sales data☆61Updated 3 years ago
- Customer & Purchase Analytics using Segmentation, Targeting, Positioning, Marketing Mix, Price Elasticity☆44Updated 4 years ago
- Robust Supply Chain Network with Monte Carlo Simulation☆34Updated 4 months ago
- Predict seasonal item sales using classical time-series forecasting methods like Seasonal ARIMA and Triple Exponential Smoothing and curr…☆30Updated 4 years ago
- Historical Sales Using Price Elasticity to determine customer responsiveness to future price changes☆18Updated 2 years ago
- Reinforcement Learning for Supply Chain Optimization☆14Updated 5 years ago
- This repository consists of predicting dynamic pricing, churn predictions using sales and marketing data for understanding users' behavio…☆74Updated 5 years ago
- Senior Supply Chain Engineer using Data Science for Operational Excellence☆19Updated 2 months ago
- Demand forecasting of items using three step machine learning model. Clustering - Classification - Prediction☆27Updated 4 years ago
- Implement inventory management rules based on a periodic review policy☆13Updated 4 months ago
- Supply chain optimization and analytics in python. Examples and practice problems discussed in MIT Micromasters in Supply chain managemen…☆18Updated 6 years ago
- Sales forecasting for the supply chain industry.☆11Updated 3 years ago
- Algorithms Library for Supply Chain Inventory Optimization☆16Updated 6 years ago
- 2021 - Github companion to "Demand Prediction in Retail: A Practical Guide to Leverage Data and Predictive Analytics" (Springer Series in…☆37Updated 3 years ago
- Fast Inventory simulation and optimization☆9Updated 4 months ago
- Demand forcasting using time series analysis and safety stock optimization to provide desired service level☆17Updated 6 years ago
- Food Demand Forecasting Challenge☆14Updated 6 years ago