demand-prediction-guide / public
2021 - Github companion to "Demand Prediction in Retail: A Practical Guide to Leverage Data and Predictive Analytics" (Springer Series in Supply Chain Management, 14)
☆32Updated 3 years ago
Alternatives and similar repositories for public:
Users that are interested in public are comparing it to the libraries listed below
- Sales forecasting for the supply chain industry.☆11Updated 3 years ago
- Algorithms Library for Supply Chain Inventory Optimization☆16Updated 6 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…☆23Updated 4 years ago
- Tutorial on building a discrete-event simulation model using Python and Simpy and conducting a statistical analysis of the simulation out…☆17Updated 2 years ago
- Fast Inventory simulation and optimization☆10Updated last year
- Robust Supply Chain Network with Monte Carlo Simulation☆28Updated 2 weeks ago
- Materials for "RL for Inventory Optimization", Day 4 of the "RL for Operations Bootcamp", Kellogg School of Management, Northwestern Univ…☆15Updated 7 months ago
- A Python library dedicated to Inventory Analytics☆22Updated last month
- An analysis, with a focus on demand forecasting, of transactional data associated with over 2.5 million customers and 31,868 SKUs over th…☆13Updated 4 years ago
- Time Series Forecasting for the M5 Competition☆41Updated 3 years ago
- GluonTS Implementation of Intermittent Demand Forecasting with Deep Renewal Processes arXiv:1911.10416v1 [cs.LG]☆32Updated 3 years ago
- Bandit algorithms for dynamic pricing of many products☆39Updated 5 years ago
- Operations Research Tutorial with Python☆8Updated 2 years ago
- ☆10Updated 4 years ago
- End-to-end automated pipeline in Python that forecasts weekly demand for products & recommends corresponding optimal prices for a retail …☆36Updated 5 years ago
- ☆27Updated 4 years ago
- Scripts inspired by book Inventory Optimization by Nicolas Vandeput.☆38Updated 4 years ago
- inventory simulation modules for single-echelon supply chain☆14Updated 6 years ago
- A python Library for Intermittent Demand Methods: Croston, SBA, SBJ, TSB, HES, LES and SES☆32Updated last year
- ☆23Updated 3 years ago
- Integration of DNN framework with Stochastic Multi-echelon Inventory Optimization (SMEIO)☆8Updated 3 years ago
- Machine Learning models using a Bayesian approach and often PyMC3☆25Updated 4 years ago
- Fair ML in credit scoring: Assessment, implementation and profit implications☆33Updated 2 years ago
- Reinforcement Learning for Optimal inventory policy☆26Updated 3 years ago
- Deterministic and Stochastic Dynamic Programs for optimization of Supply Chain☆19Updated 2 years ago
- A full example for causal inference on real-world retail data, for elasticity estimation☆50Updated 3 years ago
- Profit-driven demand forecasting with gradient boosted trees☆11Updated last year
- Recency, Frequency, and Monetary are three behavioral attributes and are quite simple, in that they can be easily computed for any databa…☆15Updated last year
- Notebook to accompany MSTL article☆38Updated 2 years ago