A Python library for supply chain inventory management using deep reinforcement learning, inventory policies, and operations research methods.
☆107Jan 16, 2024Updated 2 years ago
Alternatives and similar repositories for SCIMAI-Gym
Users that are interested in SCIMAI-Gym are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Algorithms Library for Supply Chain Inventory Optimization☆19Feb 2, 2019Updated 7 years ago
- Fast Inventory simulation and optimization☆10Feb 23, 2025Updated last year
- Supply chain management☆17Nov 6, 2021Updated 4 years ago
- inventory simulation modules for single-echelon supply chain☆13Dec 25, 2018Updated 7 years ago
- Application of Deep Reinforcement Learning to Supply Chain management. Reference: https://blog.griddynamics.com/deep-reinforcement-learni…☆12Jul 21, 2021Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A Python library dedicated to Inventory Analytics☆24Aug 7, 2026Updated 2 months ago
- 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…☆27Nov 18, 2021Updated 4 years ago
- The code for the SRDQN algorithm to train an agent for the beer game problem☆91Mar 24, 2023Updated 3 years ago
- Reinforcement Learning for Supply Chain Optimization☆15Feb 3, 2020Updated 6 years ago
- ☆15Aug 23, 2021Updated 5 years ago
- Materials for "RL for Inventory Optimization", Day 4 of the "RL for Operations Bootcamp", Kellogg School of Management, Northwestern Univ…☆19Jun 25, 2024Updated 2 years ago
- A discrete-time simulation environment for Inventory Management in Supply Networks.☆24Feb 13, 2023Updated 3 years ago
- In this project, we leverage Deep Learning algorithms to build robust forecasting system that monitors the change in the demand side and …☆31Jul 28, 2023Updated 3 years ago
- Supply chain optimization and analytics in python. Examples and practice problems discussed in MIT Micromasters in Supply chain managemen…☆22Apr 29, 2019Updated 7 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Official codes for "Multi-Agent Deep Reinforcement Learning for Multi-Echelon Inventory Management: Reducing Costs and Alleviating Bullwh…☆67Nov 8, 2022Updated 3 years ago
- ☆14Sep 17, 2026Updated 3 weeks ago
- Sales forecasting for the supply chain industry.☆12Jun 26, 2021Updated 5 years ago
- Link to paper: https://www.ssrn.com/abstract=3804655☆14Jul 27, 2021Updated 5 years ago
- Environments for OR and RL Research☆456Oct 12, 2023Updated 2 years ago
- MATLAB code to produce results and figures in the paper "Stochastic Optimal Control of Pairs Trading Strategies with Absolute and Relativ…☆15Jun 1, 2018Updated 8 years ago
- This machine learning model (deep and wide learning model) helps us to implement dynamic pricing feature of a supply chain business probl…☆23Feb 9, 2018Updated 8 years ago
- This repository will do the vehicle routing problem and its extension, including the implementation of models and mainstream algorithms.☆15Oct 2, 2022Updated 4 years ago
- An OpenAI Gym environment for Inventory Control problems☆58Mar 26, 2020Updated 6 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Code behind blog post deploying Graph Neural Networks (GNNs) for Monitoring Supply Chain Risk☆22Dec 1, 2022Updated 3 years ago
- Forecast of aircraft parts failures and optimization of spare parts stock management.☆11May 14, 2023Updated 3 years ago
- Order Fulfillment by Multi-Agent Reinforcement Learning☆28Jun 12, 2026Updated 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…☆25Jan 4, 2021Updated 5 years ago
- ☆24Jun 15, 2020Updated 6 years ago
- Official implementation of "Predictive and Prescriptive Performance of Bike-Sharing Demand Forecasts for Inventory Management"☆19Sep 1, 2021Updated 5 years ago
- InvAgent: A LLM-based Multi-Agent System for Inventory Management in Supply Chains☆46Jul 17, 2024Updated 2 years ago
- Robust Supply Chain Network with Monte Carlo Simulation☆45Sep 17, 2026Updated 3 weeks ago
- Using machine learning to solve one of the most common problem of Supply Chain domain, i.e Demand Forecasting.☆37Sep 8, 2021Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- (117th place - Top 26%) Deep learning using Keras and Spark for the "Store Item Demand Forecasting" Kaggle competition.☆26Jun 14, 2019Updated 7 years ago
- Implementation of Hindsight Differentiable Policy Optimization, as described in the paper Deep Reinforcement Learning for Inventory Netwo…☆27Nov 19, 2025Updated 10 months ago
- Predicting for Customers, whether they will buy car insurance or not.☆11Jan 29, 2021Updated 5 years ago
- Implemented supply chain management scripting to optimize inventory classification and supplier management processes through the use of A…☆14Feb 21, 2023Updated 3 years ago
- Optimal facility location (Set Cover problem); setup costs and changeover times (traveling salesman problem) ; production and transportat…☆21Jul 9, 2018Updated 8 years ago
- ANAC Supply Chain Management League Development Environment☆13Sep 1, 2026Updated last month
- Package for building Market Segmentation Trees, Choice Model Trees, and Isotonic Regression Trees☆16Apr 21, 2023Updated 3 years ago