operations-research
There are 41 repositories under operations-research topic.
Thinklab-SJTU / awesome-ml4co
Awesome machine learning for combinatorial optimization papers.
Language:Python 1472- maro
microsoft / maro
Multi-Agent Resource Optimization (MARO) platform is an instance of Reinforcement Learning as a Service (RaaS) for real-world resource optimization problems.
Language:Python 817 - timefold-solver
TimefoldAI / timefold-solver
The open source AI solver. 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
Language:Java 665 - ALNSLanguage:Python 381
- Language:Python 355
apache / incubator-kie-optaplanner-quickstarts
OptaPlanner quick starts for AI optimization: many use cases shown in many different technologies.
Language:Java 315KevinFasusi / 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.
Language:JavaScript 277ai4co / rl4co
A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)
Language:Python 271- PyVRP
PyVRP / PyVRP
Open-source, state-of-the-art vehicle routing problem solver in an easy-to-use Python package.
Language:Python 202 ebrahimpichka / awesome-optimization
A curated list of mathematical optimization courses, lectures, books, notes, libraries, frameworks and software.
mpalenciaolivar / Awesome-Decision-Science
An evergrowing, professionally curated list of resources on everything decision-making
ankane / or-tools-ruby
Operations research tools for Ruby
Language:Ruby 163- 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
Language:Java 156 - network-opt
google / network-opt
A library for topological network optimization
Language:C++ 150 - feloopy
ktafakkori / feloopy
FelooPy: Efficient & Feature-Rich Integrated Decision Environment
Language:Python 129 NVIDIA / cuOpt-Resources
A collection of NVIDIA cuOpt samples and other resources
Language:Jupyter Notebook 127- cspLanguage:Python 125
tanmoyie / Operations-Research-Theory
Some lecture notes of Operations Research (usually taught in Junior year of BS) can be found in this repository along with some Python programming codes to solve numerous problems of Optimization including Travelling Salesman, Minimum Spanning Tree and so on.
Language:Python 125- Language:Jupyter Notebook 96
LarrySnyder / stockpyl
Python inventory optimization and simulation tools.
Language:Python 83SimoneRichetti / VRPTW-Column-Generation
A solution to the VRPTW problem using the Column Generation algorithm. Implementation with Python using the Gurobi optimizer (license needed)
Language:Python 83yining043 / TSP-improve
An improvement-based Deep Reinforcement Learning Algorithm presented in paper https://arxiv.org/abs/1912.05784v2 for solving the TSP problem.
Language:Jupyter Notebook 83samirsaci / picking-route
Improve Warehouse Productivity using Order Batching
Language:Python 82- cspy
torressa / cspy
A collection of algorithms for the (Resource) Constrained Shortest Path problem in Python / C++ / C#
Language:C++ 78 - Language:Python 76
chkwon / PyHygese
A Python wrapper for the Hybrid Genetic Search algorithm for Capacitated Vehicle Routing Problems (HGS-CVRP)
Language:Python 73rodrigo-arenas / pyworkforce
Standard tools for workforce management, queuing, scheduling, rostering and optimization problems.
Language:Python 66Supply Chain Optimization with Python
Language:Jupyter Notebook 66LucaCappelletti94 / lectures-notes
My latex notes on whatever I'm studying. All are available to the public, but please take them with a grain of salt and notify me in case of errors :)
Language:TeX 65lbiedma / shift-scheduling
Python Scripts that apply Operations Research (Mixed Integer Programming) to solve Shift Scheduling problems for workforces.
Language:Python 62alberto-santini / adaptive-large-neighbourhood-search
ALNS header-only library (loosely) based on the original implementation by Stefan Ropke.
Language:C++ 58ekhoda / optimization-tutorial
Simple framework for modeling optimization problems in Python
Language:Python 56bruscalia / optimization-demo-files
Examples on numerical optimization
Language:Jupyter Notebook 53- Language:Rust 53
ktnr / BinPacking2D
Exact solutions for two-dimensional bin packing problems by branch-and-cut
Language:Python 48
