PavelEft / USAID-Supply-Chain-Optimization
A machine learning model for predicting delayed deliveries in the supply chain of USAID, and forecasting the delay time of a potential delayed shipment.
☆10Updated 5 years ago
Alternatives and similar repositories for USAID-Supply-Chain-Optimization:
Users that are interested in USAID-Supply-Chain-Optimization are comparing it to the libraries listed below
- 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
- Demand forecasting of items using three step machine learning model. Clustering - Classification - Prediction☆27Updated 4 years ago
- The aim of the project is leverage linear programming in supply chain optimization problem☆16Updated 4 years ago
- Supply Chain Optimization with Python☆84Updated 3 months ago
- Sales forecasting for the supply chain industry.☆11Updated 3 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…☆22Updated 4 years ago
- Inventory Management for Retail — Deterministic Demand☆16Updated 3 months ago
- Predicting Global Supply Chain Outcomes for Essential HIV Medicines using Machine Learning Techniques☆35Updated 5 years ago
- Understanding the supply chain process data and implementing different algorithms, building a machine learning model that can predict whe…☆12Updated 2 years ago
- Supply Planning using Linear Programming with Python☆14Updated 3 months ago
- AlekhyaBhupati / Demand-Forecasting-Models-for-Supply-Chain-Using-Statistical-and-Machine-Learning-AlgorithmsInternship project☆53Updated 3 years ago
- Algorithms Library for Supply Chain Inventory Optimization☆16Updated 5 years ago
- Deterministic and Stochastic Dynamic Programs for optimization of Supply Chain☆19Updated 2 years ago
- Predict seasonal item sales using classical time-series forecasting methods like Seasonal ARIMA and Triple Exponential Smoothing and curr…☆29Updated 4 years ago
- Application of Deep Reinforcement Learning to Supply Chain management. Reference: https://blog.griddynamics.com/deep-reinforcement-learni…☆10Updated 3 years ago
- Predicting Global Supply Chain Outcomes for Essential HIV Medicines using Machine Learning Techniques. Capstone original project for Udac…☆20Updated 4 years ago
- Implemented supply chain management scripting to optimize inventory classification and supplier management processes through the use of A…☆11Updated last year
- This machine learning model (LSTM Time Series model) helps us to forecast demand of a supply chain business problem. This model uses Kera…☆27Updated 6 years ago
- Robust Supply Chain Network with Monte Carlo Simulation☆27Updated 3 months ago
- Product Segmentation for Retail with Python☆9Updated 3 months ago
- Geoffrey-Z / Multivariate-Time-Series-Forecasting-with-LSTMs-in-Keras-for-CORN-SWEET-Terminal-Market-Price☆16Updated 3 years ago
- Production Fixed Horizon Planning with Python☆27Updated 3 months ago
- Company has a fleet of devices transmitting daily aggregated telemetry attributes.Predictive maintenance techniques are designed to help …☆15Updated 3 years ago
- Reinforcement Learning for Supply Chain Optimization☆13Updated 4 years ago
- Author: Feras Al-Basha; Research Director: Yossiri Adulyasak; Research Director: Laurent Charlin; MSc in Global Supply Chain Management -…☆44Updated 3 years ago
- End-to-end automated pipeline in Python that forecasts weekly demand for products & recommends corresponding optimal prices for a retail …☆35Updated 5 years ago
- A Python library to design & optimize Supply Chains☆25Updated 4 years ago
- The goal of this notebook is to implement and compare different approaches to predict item-level sales at different store locations.☆36Updated 3 years ago
- Implement inventory management rules based on a periodic review policy☆12Updated 3 months ago
- Supply chain optimization and analytics in python. Examples and practice problems discussed in MIT Micromasters in Supply chain managemen…☆17Updated 5 years ago