Repositories list

• DESDEO

  Public
  An open source framework for interactive multiobjective optimization methods

  optimizationpython3mathematical-modelling+ 4multiobjective-optimizationmcdamulticriteria-decision-analysismathematical-programming

  Python

  •23•30•30•6•Updated Dec 23, 2024Dec 23, 2024

• kkt-lime-explanations

  Public
  Generating trade-off explanations using KKT multipliers

  Jupyter Notebook

  •0•0•0•0•Updated Dec 9, 2024Dec 9, 2024

• desdeo-webui

  Public
  A new web-based user interface for DESDEO

  Svelte

  •

  MIT License

  •7•4•34•4•Updated Nov 12, 2024Nov 12, 2024

• KAKARAKE

  Public
  User-Friendly Visualization for Multiobjective Optimization with High-Dimensional Objective Vectors

  Jupyter Notebook

  •

  MIT License

  •0•0•0•0•Updated Nov 1, 2024Nov 1, 2024

• desdeo-emo

  Public
  This repository contains Evolutionary Algorithms that can be used for multi-objective optimization. Interactive optimization is supported. Methods such as RVEA and NSGA-III can be found here.

  evolutionary-algorithmsinteractive-optimizationinteractive-evolutionary-algorithm+ 2many-objective-optimizationpython

  Python

  •

  MIT License

  •15•10•19•1•Updated Jul 12, 2024Jul 12, 2024

• researchers-night

  Public
  Python

  •

  MIT License

  •2•0•0•0•Updated May 27, 2024May 27, 2024

• desdeo-tools

  Public
  Generic tools and design language used in the DESDEO framework

  Python

  •

  MIT License

  •11•1•3•1•Updated Feb 12, 2024Feb 12, 2024

• desdeo-webapi

  Public
  A web API implementation for the DESDEO framweork

  Python

  •7•3•7•0•Updated Jan 31, 2024Jan 31, 2024

• desdeo-mcdm

  Public
  Contains traditional optimization techniques from the field of Multiple-criteria decision-making. For example, methods belonging to the NIMBUS and NAUTILUS families can be found here.

  Python

  •

  MIT License

  •7•6•11•4•Updated Jan 19, 2024Jan 19, 2024

• desdeo-problem

  Public
  This repository contains the packages that build the problem objects for the desdeo framework.

  evolutionary-algorithmsmultiobjective-optimizationsurrogate-modelling+ 1surrogate-based-optimization

  Python

  •

  MIT License

  •12•1•34•2•Updated Oct 4, 2023Oct 4, 2023

• dockertests

  Public
  Dockerfile

  •4•0•0•0•Updated May 11, 2023May 11, 2023

• desdeo-frontend

  Public
  A frontend for DESDEO developed in typescript and react

  TypeScript

  •5•3•14•1•Updated May 3, 2023May 3, 2023

• NLMOO23

  Public
  Codes for the Nonlinear Multiobjective Optimization course 2023

  Jupyter Notebook

  •

  MIT License

  •0•0•0•0•Updated Apr 24, 2023Apr 24, 2023

• desdeo-vis

  Public
  Visualisations and preference selection widgets for the DESDEO interactive multiobjective optimization toolbox

  Jupyter Notebook

  •

  Mozilla Public License 2.0

  •0•2•10•7•Updated Feb 27, 2023Feb 27, 2023

• pyRVEA

  Public
  A Python implementation of RVEA

  genetic-algorithmevolutionary-algorithmsmulti-objective-optimization+ 3interactive-optimizationinteractive-genetic-algorithminteractive-evolutionary-algorithm

  Jupyter Notebook

  •

  Mozilla Public License 2.0

  •7•3•11•5•Updated Dec 8, 2022Dec 8, 2022

• TreedGP_MOEA

  Public
  Treed GPs tailored for solving offline data-driven multiobjective optimization problems and handling large datasets

  Jupyter Notebook

  •3•0•0•0•Updated Nov 20, 2022Nov 20, 2022

• Offline_IMOEA_Framework

  Public
  Jupyter Notebook

  •

  Mozilla Public License 2.0

  •1•1•0•0•Updated Oct 14, 2022Oct 14, 2022

• Multi-scenario-Multi-objective-Robust-Optimization-under-Deep-Uncertainty

  Public
  Jupyter Notebook

  •

  MIT License

  •2•4•0•0•Updated Sep 14, 2022Sep 14, 2022

• JSS31COM1

  Public
  Jupyter Notebook

  •

  MIT License

  •0•0•0•0•Updated Aug 18, 2022Aug 18, 2022

• DesdeoInterface

  Public
  TypeScript

  •2•0•0•0•Updated Aug 3, 2022Aug 3, 2022

• physical-interface-v1.1

  Public
  TypeScript

  •1•0•0•0•Updated Aug 2, 2022Aug 2, 2022

• Interactive-decision-support-and-trade-off-analysis-for-sustainable-forest-landscape-planning-under-

  Public
  Jupyter Notebook

  •

  MIT License

  •0•0•0•0•Updated Jul 6, 2022Jul 6, 2022

• offline_data_driven_moea

  Public
  Jupyter Notebook

  •

  MIT License

  •1•1•0•0•Updated May 12, 2022May 12, 2022

• desdeo-components

  Public
  Interactive visual components build using D3 and React

  TypeScript

  •5•0•5•0•Updated May 4, 2022May 4, 2022

• desdeo-tutorials

  Public
  Tutorials on using the DESDEO framework.

  Jupyter Notebook

  •0•0•0•0•Updated Dec 1, 2021Dec 1, 2021

• JSS30-COM3-Course

  Public
  Jupyter Notebook

  •1•0•0•0•Updated Aug 20, 2021Aug 20, 2021

• DesignOptimizationCourse

  Public
  Some design optimization examples solved with DESDEO for the summer school in August 2021

  Python

  •1•0•0•0•Updated Aug 19, 2021Aug 19, 2021

• desdeo-dash

  Public
  A prototype user interface for the DESDEO framework implemented in Plotly Dash

  Python

  •1•0•0•0•Updated Apr 7, 2021Apr 7, 2021

• sandbox

  Public
  For testing git commands and whatnot...

  1•0•0•0•Updated Jan 27, 2021Jan 27, 2021

• O-NAUTILUS

  Public
  Code and app for the O-NAUTILUS algorithm

  Jupyter Notebook

  •

  MIT License

  •1•0•0•0•Updated Dec 14, 2020Dec 14, 2020