Projects in Awesome Lists tagged with multi-objective-optimization
A curated list of projects in awesome lists tagged with multi-objective-optimization .
https://github.com/anyoptimization/pymoo
NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO
cmaes differential-evolution genetic-algorithm multi-objective-optimization nsga2 nsga3 optimization pso
Last synced: 14 May 2025
https://github.com/median-research-group/libmtl
A PyTorch Library for Multi-Task Learning
deep-learning mmoe mtl multi-domain-learning multi-objective-optimization multi-task-learning multiobjective-optimization multitask-learning ple python pytorch
Last synced: 14 May 2025
https://github.com/median-research-group/LibMTL
A PyTorch Library for Multi-Task Learning
deep-learning mmoe mtl multi-domain-learning multi-objective-optimization multi-task-learning multiobjective-optimization multitask-learning ple python pytorch
Last synced: 20 Mar 2025
https://github.com/bimk/platemo
Evolutionary multi-objective optimization platform
evolutionary-algorithms matlab multi-objective-optimization
Last synced: 14 May 2025
https://github.com/esa/pagmo2
A C++ platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
artificial-intelligence evolutionary-algorithms evolutionary-strategy genetic-algorithm metaheuristics multi-objective-optimization optimization optimization-algorithms optimization-methods optimization-tools pagmo parallel-computing parallel-processing python python3 stochastic-optimizers
Last synced: 15 May 2025
https://github.com/PKU-DAIR/open-box
Generalized and Efficient Blackbox Optimization System
automatic-machine-learning bayesian-optimization blackbox-optimization constrained-optimization distributed-systems hyper-parameter-optimization multi-objective-optimization saas
Last synced: 05 Apr 2025
https://github.com/syne-tune/syne-tune
Large scale and asynchronous Hyperparameter and Architecture Optimization at your fingertips.
bayesian-optimization hyperparameter-optimization hyperparameter-tuning machine-learning multi-objective-optimization neural-architecture-search sagemaker
Last synced: 05 Apr 2025
https://github.com/otto-de/recsys-dataset
🛍 A real-world e-commerce dataset for session-based recommender systems research.
benchmark dataset e-commerce kaggle machine-learning multi-objective-optimization otto recommendation-system recommendations recommender-system recsys session-based
Last synced: 09 Dec 2024
https://github.com/jmejia8/metaheuristics.jl
High-performance metaheuristics for optimization coded purely in Julia.
constrained-optimization decision-making differential-evolution hypervolume multi-objective-optimization nsga2 optimization pso simulated-annealing
Last synced: 22 Feb 2025
https://github.com/jmejia8/Metaheuristics.jl
High-performance metaheuristics for optimization coded purely in Julia.
constrained-optimization decision-making differential-evolution hypervolume multi-objective-optimization nsga2 optimization pso simulated-annealing
Last synced: 04 May 2025
https://github.com/lmarti/evolutionary-computation-course
Jupyter/IPython notebooks about evolutionary computation.
evolutionary-algorithms genetic-algorithm ipython-notebook multi-objective-optimization
Last synced: 13 Apr 2025
https://github.com/torchjd/torchjd
Library for Jacobian descent with PyTorch. It enables optimization of neural networks with multiple losses (e.g. multi-task learning).
deep-learning jacobian-descent multi-objective-optimization multi-task-learning multiobjective-optimization multitask-learning optimization python pytorch torch
Last synced: 16 May 2025
https://github.com/XuhanLiu/DrugEx
Deep learning toolkit for Drug Design with Pareto-based Multi-Objective optimization in Polypharmacology
cheminformatics deep-learning graph-transformer multi-objective-optimization reinforcement-learning
Last synced: 29 Jan 2025
https://github.com/hav4ik/Hydra
Multi-Task Learning Framework on PyTorch. State-of-the-art methods are implemented to effectively train models on multiple tasks.
deep-learning multi-objective-optimization multi-task-learning neural-architecture-search pytorch
Last synced: 08 May 2025
https://github.com/eric-bradford/ts-emo
This repository contains the source code for “Thompson sampling efficient multiobjective optimization” (TSEMO).
bayesian-optimization black-box-optimization expensive-to-evaluate-functions gaussian-processes genetic-algorithms kriging machine-learning matlab multi-objective-optimization spectral-sampling surrogate-based-optimization thompson-sampling
Last synced: 30 Dec 2024
https://github.com/jump-dev/multiobjectivealgorithms.jl
A Julia package for solving multi-objective optimization problems
algorithm julia jump-jl multi-objective-optimization optimization
Last synced: 16 Apr 2025
https://github.com/tommyod/paretoset
Compute the Pareto (non-dominated) set, i.e., skyline operator/query.
data-mining data-science datascience multi-objective-optimization optimization pandas skyline-query
Last synced: 05 Apr 2025
https://github.com/krichelj/pydiffgame
PyDiffGame is a Python implementation of a Nash Equilibrium solution to Differential Games, based on a reduction of Game Hamilton-Bellman-Jacobi (GHJB) equations to Game Algebraic and Differential Riccati equations, associated with Multi-Objective Dynamical Control Systems
artificial-intelligence-algorithms bellman-equation computer-science control-theory differential-equations differential-game dynamical-systems game-theory hamilton-jacobi-bellman hamiltonian inverted-pendulum matrix-equations multi-objective-optimization nash-equilibrium numerical-methods object-oriented-programming optimization-algorithms pontryagin-maximum-principle quadrotor riccati-equation
Last synced: 06 Apr 2025
https://github.com/jakobbossek/ecr2
ecr: Evolutionary Computation in R (version 2)
combinatorial-optimization evolutionary-algorithm evolutionary-algorithms evolutionary-strategy genetic-algorithm-framework metaheuristics multi-objective-optimization optimization optimization-framework r r-package
Last synced: 15 Mar 2025
https://github.com/jakobbossek/smoof
Single- and Multi-Objective Optimization Test Functions
benchmark-functions multi-objective-optimization r r-package single-objective-optimization
Last synced: 11 May 2025
https://github.com/gaussalgo/adaptor
ACL 2022: Adaptor: a library to easily adapt a language model to your own task, domain, or custom objective(s).
domain-adaptation multi-objective-optimization ner nlp pytorch robustness text-classification text-generation transformers
Last synced: 15 Apr 2025
https://github.com/baijiong-lin/moml
[NeurIPS 2021 | AIJ 2024] Multi-Objective Meta Learning
deep-learning domain-adaptation metalearning multi-objective-optimization multi-task-learning multiobjective-optimization multitask-learning pytorch
Last synced: 13 Apr 2025
https://github.com/salvatorebarone/pyamosa
Python implementation of the Archived Multi-Objective Simulated Annealing (AMOSA) optimization heuristic
multi-objective-optimization optimization-algorithms python python-3 python3 simulated-annealing
Last synced: 19 Apr 2025
https://github.com/jakobbossek/grapherator
A modular multi-step graph generator
combinatorial-optimization graph-generator minimum-spanning-tree multi-objective-optimization optimization
Last synced: 20 Mar 2025
https://github.com/udao-moo/udao-spark-optimizer
A Spark Optimizer for Adaptive, Fine-Grained Parameter Tuning
knobs-tuning modeling multi-objective-optimization optimization spark sparksql
Last synced: 14 Feb 2025
https://github.com/ja-thomas/pbmohpo
Preferential Bayesian Multi-Objective Hyperparameter Optimization
bayesian-optimization machine-learning multi-objective-optimization python
Last synced: 20 Mar 2025
https://github.com/timm/shortr
A little lab of learning algorithms (in LUA). Less XAI, but better
ai clustering data-mining decision-trees explanation less-is-more lua multi-objective-optimization naive-bayes-classifier nearest-neighbors random-projection semi-supervised-learning teaching xai
Last synced: 07 May 2025
https://github.com/jakobbossek/mcmst
Algorithms to solve the multi-criteria minimum spanning tree problem (mcMST) in R
cran evolutionary-algorithms mcmst minimum-spanning-trees multi-objective-optimization r spanningtrees
Last synced: 20 Mar 2025
https://github.com/timm/barelogic
Case studies in simpler AI, elegance, and the wisdom of reduction. Think Fast. Learn Smart. Stay Wild.
ai data-mining explainable-ai multi-objective-optimization teaching
Last synced: 13 May 2025
https://github.com/chen0040/spark-opt-moea
Distributed Multi-Objective Evolutionary Computation Framework for Spark
moea multi-objective-optimization nsga-ii spark
Last synced: 03 Apr 2025
https://github.com/tomtkg/moea-d-dcwv
MOEA/D with distribution control of weight vector set
evolutionary-algorithm matlab moea multi-objective-optimization platemo
Last synced: 25 Feb 2025
https://github.com/altaris/noisy-moo
A wrapper-based framework for pymoo problem modification.
multi-objective-optimization optimization optimization-algorithms pymoo python
Last synced: 14 Apr 2025
https://github.com/mbelmadani/moea-automatic-termination
Implementation of the MOEA Entropy based automatic termination algorithm (Saxena et al. 2016)
algorithm deap entropy evolutionary-algorithm moea multi-objective-optimization python termination-detection-algorithm
Last synced: 22 Feb 2025
https://github.com/jakobbossek/ecr3vis
An evolutionary algorithm framework for R (currently limited to performance assessment of multi-objective randomized search heuristics).
evolutionary-algorithms evolutionary-algorithms-framework genetic-algorithm multi-objective-optimization performance-assessment visualization
Last synced: 07 Apr 2025
https://github.com/rampadc/multi-obj-cplex-python
cplex multi-objective-optimization python
Last synced: 16 Mar 2025
https://github.com/tomtkg/moea-d-pfe
MOEA/D with Pareto front estimation
evolutionary-algorithm matlab moea multi-objective-optimization platemo
Last synced: 25 Feb 2025
https://github.com/thieu1995/so-mo-ilco-fcb
(Code) A Novel Nature-inspired Algorithm for Optimal Task Scheduling in Fog-Cloud Blockchain System
blockchain-iot cloud-fog cloud-fog-blockchain global-search issa metaheuristic-algorithms multi-objective-optimization nature-inspired-algorithms single-objective-optimization sparrow-search-optimization task-scheduling task-scheduling-algorithms
Last synced: 19 Jun 2025
https://github.com/tomtkg/pareto-front-estimation
Pareto Front Estimation Using Unit Hyperplane
estimation kriging matlab multi-objective-optimization response-surface-methodology visualization
Last synced: 25 Feb 2025
https://github.com/wilrop/cropbot
A demo for scheduling optimal multi-objective monitoring plans in agricultural environments
demo multi-objective-optimization scheduling
Last synced: 23 Mar 2025
https://github.com/pietrobarbiero/meco
MECO: Multi-objective Evolutionary Compression
compression-algorithm coresets evolutionary-algorithms feature-selection lossy-compression machine-learning multi-objective-optimization nsga-ii optimization-algorithms sklearn
Last synced: 24 Mar 2025
https://github.com/zcebeci/adana
A Complete Toolbox for Adaptive and Hybrid Genetic Algorithms in R
adaptive-genetic-algorithms biologically-inspired-algorithm data-analysis data-science evolutionary-algorithms genetic-algorithms global-optimization-algorithms hybrid-genetic-algorithm multi-objective-optimization nature-inspired-algorithms single-objective-optimization
Last synced: 12 Jun 2025
https://github.com/chen0040/java-moea
An optimization framework for multi-objective evolutionary algorithms
evolutionary-algorithms evolutionary-computation gde3 hap-moea moea moea-d multi-objective-optimization nsga-ii pareto-front
Last synced: 03 Apr 2025
https://github.com/chen0040/java-mogp
Genetic Programming Framework that supports Multi-Objective Optimization
genetic-programming linear-genetic-programming multi-objective-optimization nsga-ii tree-gp
Last synced: 03 Apr 2025
https://github.com/thiagodnf/pareto-front-visualization
A Pareto-front visualization developed in HTML
multi-objective-optimization optimization optimization-algorithms pareto-front visualization
Last synced: 17 Mar 2025
https://github.com/timm/noml
a demo of another kind of ai
ai classification clustering expalanation lua minimal multi-objective-optimization regression teaching
Last synced: 12 Mar 2025
https://github.com/krproject-tech/fp_nsgaii
NSGA-II with Floating point representation.
genetic-algorithm matlab multi-objective-optimization optimization
Last synced: 05 Dec 2024
https://github.com/viktorasl/nsga3-elitism
NSGA-III algorithm modification with elitism in environment selection
elitism environment-selection many-objective-optimization multi-objective-optimization nsga-iii nsga3
Last synced: 05 Apr 2025
https://github.com/tomtkg/ild
Incremental Lattice Design of Weight Vector Set
moea multi-objective-optimization platemo weight-vector-set
Last synced: 25 Feb 2025
https://github.com/liannekiarra/university-dissertation
Combining Machine Learning Techniques with Multi-Objective evolutionary Algorithms to Solve Real World Engineering Problems
artificial-intelligence engineering hypervolume matplot multi-objective-optimization neuralnetwork nsga-ii numpy pareto-front pareto-optimality pymoo python3 sklearn
Last synced: 24 Mar 2025
https://github.com/tomtkg/moea-d-vov
MOEA/D with virtual objective vectors
evolutionary-algorithm matlab moea multi-objective-optimization platemo
Last synced: 25 Feb 2025
https://github.com/timm/mgoal
Multi-goal rule generation
multi-objective-optimization rule-mining
Last synced: 23 Mar 2025
https://github.com/louis-alexandre-laguet/multi-objective-task-allocation-fog-cloud
This project optimizes task allocation in Fog and Cloud Computing environments using multi-objective optimization techniques. It computes and analyzes Pareto fronts using MOCS and MOFA algorithms. The project includes Jupyter notebooks for data preparation, Pareto front calculation, and solution analysis.
cloud-computing firefly-algorithm fog-computing jupyter-notebooks machine-learning mocs mofa multi-objective-optimization pareto-fronts python swarm-intelligence task-allocation
Last synced: 23 Mar 2025
https://github.com/tomtkg/smoa
Supervised Multi-objective Optimization Algorithm
matlab multi-objective-optimization optimization-algorithm
Last synced: 25 Feb 2025
https://github.com/timm/sinless
To avoid some common AI sins, find explicable models using minimal data (via tuned learners).
ai clustering explanation multi-objective-optimization python rule-based semi-supervised-learning
Last synced: 23 Mar 2025