shaneg1507 / data-analytics-in-supply-chainLinks
An analysis, with a focus on demand forecasting, of transactional data associated with over 2.5 million customers and 31,868 SKUs over the month of March in 2018 from JD.com, one of China’s largest retailers.
☆15Updated 5 years ago
Alternatives and similar repositories for data-analytics-in-supply-chain
Users that are interested in data-analytics-in-supply-chain are comparing it to the libraries listed below
Sorting:
- Supply Chain Optimization with Python☆101Updated this week
- End-to-end automated pipeline in Python that forecasts weekly demand for products & recommends corresponding optimal prices for a retail …☆39Updated 6 years ago
- Scripts inspired by book Inventory Optimization by Nicolas Vandeput.☆44Updated 4 years ago
- A Python library for addressing the supply chain inventory management problem using deep reinforcement learning algorithms.☆100Updated last year
- 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
- Inventory Management for Retail — Deterministic Demand☆18Updated this week
- The goal of the project was to design the logistic model of autonomous robots that would supply garment parts from the Cutting Dept to th…☆26Updated 3 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
- Robust Supply Chain Network with Monte Carlo Simulation☆35Updated this week
- Reinforcement Learning for Supply Chain Optimization☆14Updated 5 years ago
- Algorithms Library for Supply Chain Inventory Optimization☆17Updated 6 years ago
- Implement inventory management rules based on a periodic review policy☆14Updated this week
- A framework for building and training a reinforcement learning agent to run a mini supply chain☆16Updated 2 years ago
- Machine Learning for Retail Sales Forecasting — Features Engineering☆67Updated last year
- Python implementation to solve Vehicle Routing problem & Master Production Scheduling in Supply Chain Analytics & Design.☆70Updated 4 years ago
- ☆12Updated 4 years ago
- Bandit algorithms for dynamic pricing of many products☆43Updated 6 years ago
- Author: Feras Al-Basha; Research Director: Yossiri Adulyasak; Research Director: Laurent Charlin; MSc in Global Supply Chain Management -…☆48Updated 4 years ago
- multi-echelon inventory optimization with SimPy, SciPy, sklearn, and RBFOpt☆88Updated 6 years ago
- Predict seasonal item sales using classical time-series forecasting methods like Seasonal ARIMA and Triple Exponential Smoothing and curr…☆31Updated 5 years ago
- Deterministic and Stochastic Dynamic Programs for optimization of Supply Chain☆19Updated 2 years ago
- Senior Supply Chain Engineer using Data Science for Operational Excellence☆22Updated this week
- ☆27Updated 5 years ago
- [BA project] Dynamic Pricing Optimization for Airbnb listing to optimize yearly profit for host. Use Clustering for competitive analysis,…☆229Updated 7 years ago
- What is CLV or LTV? CLV or LTV is a metric that helps you measure the customer's lifetime value to a business. In this kernel, I am shari…☆154Updated 2 years ago
- Application of Deep Reinforcement Learning to Supply Chain management. Reference: https://blog.griddynamics.com/deep-reinforcement-learni…☆11Updated 4 years ago
- 😎 awesome dynamic pricing 💵☆116Updated 3 years ago
- inventory simulation modules for single-echelon supply chain☆13Updated 6 years ago
- Tutorial on building a discrete-event simulation model using Python and Simpy and conducting a statistical analysis of the simulation out…☆18Updated 3 years ago
- A project on using mathematical programming to solve multi-modal transportation cost minimization in goods delivery and supply chain mana…☆288Updated 5 years ago