operations-research

Open-source projects categorized as operations-research
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Language: + Python + Rust + JavaScript + Java + C++ + Elixir
Topics: constraint-programming combinatorial-optimization Optimization discrete-optimization Artificial intelligence
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Top 11 operations-research Open-Source Projects

  • awesome-ml4co

    Awesome machine learning for combinatorial optimization papers.

  • maro

    Multi-Agent Resource Optimization (MARO) platform is an instance of Reinforcement Learning as a Service (RaaS) for real-world resource optimization problems.

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  • or-gym

    Environments for OR and RL Research

  • supplychainpy

    Supplychainpy is a Python library for supply chain analysis, modelling and simulation. The library assists a workflow that is reliant on Excel and VBA.

  • timefold-quickstarts

    Get started with Timefold quickstarts here. Timefold is the successor of OptaPlanner, by the OptaPlanner team. Optimize the vehicle routing problem, employee rostering, task assignment, maintenance scheduling and other planning problems

    • Project mention: Planner programming blows my mind | news.ycombinator.com | 2024-02-20

    https://github.com/TimefoldAI/timefold-quickstarts

    As for the Community/Enterprise split - we want to continue the open source project, but we need to eat too :)

    Geoffrey

  • network-opt

    A library for topological network optimization

  • csp

    Algorithm for Cutting Stock Problem using Google OR-Tools. Link to the tool: (by emadehsan)

  • SaaSHub

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  • ddo

    DDO a generic and efficient framework for MDD-based optimization.

  • Jomini

    Historical battle simulation package for Python

  • solverview

    solverl+LiveView examples

  • optimum

    Rust Optimization Framework (by dbofmmbt)

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

operations-research related posts

  • Gym like frameworks for combinatorial optimization on Graphs?

    2 projects | /r/reinforcementlearning | 15 Jun 2022

  • Application of Deep Reinforcement Learning for Operations Research problems

    3 projects | /r/reinforcementlearning | 4 Mar 2022

  • Best student paper at CPAIOR conference

    1 project | /r/rust | 7 Jul 2021

  • Constraint Programming with MiniZinc and Phoenix/LiveView

    1 project | news.ycombinator.com | 9 Mar 2021

Index

What are some of the best open-source operations-research projects? This list will help you:

Project Stars
1 awesome-ml4co 1,472
2 maro 818
3 or-gym 355
4 supplychainpy 270
5 timefold-quickstarts 156
6 network-opt 150
7 csp 125
8 ddo 53
9 Jomini 43
10 solverview 12
11 optimum 5

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