oroojlooy / newsvendor
☆27Updated 3 years ago
Related projects: ⓘ
- Newsvendor model with Python☆11Updated 5 years ago
- Materials for "RL for Inventory Optimization", Day 4 of the "RL for Operations Bootcamp", Kellogg School of Management, Northwestern Univ…☆15Updated 2 months ago
- Dynamic Pricing BwK Problem and Reinforcement Learning☆28Updated 5 years ago
- inventory simulation modules for single-echelon supply chain☆13Updated 5 years ago
- https://opimwue.github.io/ddop/.☆13Updated 3 months 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…☆19Updated 3 years ago
- Reinforcement Learning for Optimal inventory policy☆23Updated 2 years ago
- A Python library for addressing the Supply Chain Inventory Management problem through Deep Reinforcement Learning algorithms.☆72Updated 8 months ago
- A framework for building and training a reinforcement learning agent to run a mini supply chain☆15Updated last year
- Algorithms Library for Supply Chain Inventory Optimization☆15Updated 5 years ago
- MIE424 Group Project: smart_predict_optimize☆13Updated 3 years ago
- Bandit algorithms for dynamic pricing of many products☆36Updated 4 years ago
- ☆15Updated 10 months ago
- Integration of DNN framework with Stochastic Multi-echelon Inventory Optimization (SMEIO)☆8Updated 3 years ago
- Replication Code for Paper "Stochastic Optimization Forests".☆18Updated 2 years ago
- Implementation of inventory control policy parameters computation algorithms☆16Updated 2 years ago
- Code release for AAAI 2020 paper "Smart Predict-and-Optimize for Hard Combinatorial Optimization Problems"☆35Updated 2 months ago
- Deterministic and Stochastic Dynamic Programs for optimization of Supply Chain☆17Updated last year
- Robust Supply Chain Network with Monte Carlo Simulation☆24Updated 8 months ago
- Code for the paper "Smart 'Predict, then Optimize'"☆62Updated last month
- Reinforcement Learning for Supply Chain Optimization☆13Updated 4 years ago
- Python inventory optimization and simulation tools.☆98Updated 3 months ago
- ☆27Updated 3 years ago
- Python implementation to solve Vehicle Routing problem & Master Production Scheduling in Supply Chain Analytics & Design.☆65Updated 3 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…☆12Updated 3 years ago
- Combinatorial Optimization in Gurobi☆40Updated last year
- Fast Inventory simulation and optimization☆10Updated last year
- Code accompanying paper titled "Optimizing Revenue over Data-driven Assortments" (2021)☆22Updated 3 years ago
- 2021 - Github companion to "Demand Prediction in Retail: A Practical Guide to Leverage Data and Predictive Analytics" (Springer Series in…☆28Updated 3 years ago
- multi-echelon inventory optimization with SimPy, SciPy, sklearn, and RBFOpt☆81Updated 5 years ago