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)
☆40Updated 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
Sorting:
- Supply Chain Optimization with Python☆105Updated last week
- Scripts inspired by book Inventory Optimization by Nicolas Vandeput.☆44Updated 4 years ago
- A low capacity and high capacity plant across 5 countries are considered and a linear programming model is built to determine the total l…☆20Updated 4 years ago
- Python implementation to solve Vehicle Routing problem & Master Production Scheduling in Supply Chain Analytics & Design.☆71Updated 4 years ago
- Author: Feras Al-Basha; Research Director: Yossiri Adulyasak; Research Director: Laurent Charlin; MSc in Global Supply Chain Management -…☆49Updated 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 5 years ago
- The aim of the project is leverage linear programming in supply chain optimization problem☆19Updated 5 years ago
- 2021 - Github companion to "Demand Prediction in Retail: A Practical Guide to Leverage Data and Predictive Analytics" (Springer Series in…☆37Updated 4 years ago
- Reinforcement Learning for Supply Chain Optimization☆14Updated 5 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…☆25Updated 5 years ago
- Predict seasonal item sales using classical time-series forecasting methods like Seasonal ARIMA and Triple Exponential Smoothing and curr…☆32Updated 5 years ago
- Deterministic and Stochastic Dynamic Programs for optimization of Supply Chain☆19Updated 3 years ago
- Machine Learning for Retail Sales Forecasting — Features Engineering☆68Updated 2 weeks ago
- [BA project] Dynamic Pricing Optimization for Airbnb listing to optimize yearly profit for host. Use Clustering for competitive analysis,…☆233Updated 7 years ago
- The goal of this notebook is to implement and compare different approaches to predict item-level sales at different store locations.☆36Updated 4 years ago
- This repo contains files and jupyter notebooks for the project- Predicting energy consumption of the entire region in southern CA served…☆41Updated 5 years ago
- Algorithms Library for Supply Chain Inventory Optimization☆17Updated 6 years ago
- Inventory Management for Retail — Deterministic Demand☆18Updated 2 weeks ago
- Robust Supply Chain Network with Monte Carlo Simulation☆35Updated last week
- Thesis on Single-Agent Dynamic Pricing with Reinforcement Learning☆24Updated 6 years ago
- Company has a fleet of devices transmitting daily aggregated telemetry attributes.Predictive maintenance techniques are designed to help …☆16Updated 4 years ago
- multi-echelon inventory optimization with SimPy, SciPy, sklearn, and RBFOpt☆88Updated 6 years ago
- Time Series Decomposition techniques and random forest algorithm on sales data☆62Updated 3 years ago
- Reinforcement Learning for Optimal inventory policy☆33Updated 4 years ago
- Forecasts next 24 hours of hourly energy demand with Keras, Prophet, and SARIMA (statsmodels)☆104Updated 2 years ago
- Demand forecasting of items using three step machine learning model. Clustering - Classification - Prediction☆29Updated 5 years ago
- A project on using mathematical programming to solve multi-modal transportation cost minimization in goods delivery and supply chain mana…☆292Updated 5 years ago
- Time-Series forecasting using Stats models, LightGBM & LSTM☆39Updated 5 years ago
- Time Series Forecasting for the M5 Competition☆41Updated 4 years ago
- Historical Sales Using Price Elasticity to determine customer responsiveness to future price changes☆24Updated 3 years ago