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The Top 23 Multi Objective Optimization Open Source Projects

Open source projects categorized as Multi Objective Optimization
Categories > Multi Objective Optimization
Pymoo ⭐ 1,886
NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO
dependent packages 62total releases 22most recent commit 3 months agopypi pymoo} Downloads
Libmtl ⭐ 1,625
A PyTorch Library for Multi-Task Learning
total releases 11most recent commit 23 days ago
Platemo ⭐ 1,292
Evolutionary multi-objective optimization platform
most recent commit 4 months ago
Pagmo2 ⭐ 759
A C++ platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
dependent packages 5total releases 24most recent commit 4 months ago
Syne Tune ⭐ 342
Large scale and asynchronous Hyperparameter and Architecture Optimization at your fingertips.
most recent commit 4 months ago
Recsys Dataset ⭐ 244
🛍 A real-world e-commerce dataset for session-based recommender systems research.
most recent commit a year ago
Metaheuristics.jl ⭐ 231
High-performance metaheuristics for optimization coded purely in Julia.
most recent commit 3 months ago
Evolutionary Computation Course ⭐ 154
Jupyter/IPython notebooks about evolutionary computation.
most recent commit 7 years ago
Drugex ⭐ 142
Deep learning toolkit for Drug Design with Pareto-based Multi-Objective optimization in Polypharmacology
most recent commit a year ago
Autooed ⭐ 115
AutoOED: Automated Optimal Experimental Design Platform
most recent commit a year ago
Feloopy ⭐ 105
FelooPy: An integrated optimization environment for AutoOR in Python
total releases 11most recent commit 3 months ago
Evox ⭐ 98
Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems.
total releases 10most recent commit 3 months ago
Nsganetv2 ⭐ 89
[ECCV2020] NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search
most recent commit 2 years ago
Open Box ⭐ 75
Generalized and Efficient Blackbox Optimization System.
dependent packages 2total releases 15most recent commit 3 years agopypi openbox} Downloads
Mobopt ⭐ 65
Multi-objective Bayesian optimization
most recent commit a year ago
Open Box ⭐ 64
Generalized and Efficient Blackbox Optimization System.
dependent packages 1total releases 10most recent commit a year agopypi openbox} Downloads
Optframe ⭐ 64
OptFrame - Optimization Framework
most recent commit 4 months ago
Evoxbench ⭐ 63
Transforming Neural Architecture Search (NAS) into multi-objective optimization problems. A benchmark suite for testing evolutionary algorithms in deep learning.
total releases 4most recent commit 3 months ago
Hydra ⭐ 62
Multi-Task Learning Framework on PyTorch. State-of-the-art methods are implemented to effectively train models on multiple tasks.
most recent commit 5 years ago
Moo Gbt ⭐ 54
Library for Multi-objective optimization in Gradient Boosted Trees
total releases 5most recent commit 3 years ago
Fruit Api ⭐ 50
A Universal Deep Reinforcement Learning Framework
most recent commit 3 years ago
Multiobjectivealgorithms.jl ⭐ 50
most recent commit 4 months ago
Yuck ⭐ 48
Yuck is a local-search constraint solver with FlatZinc interface
most recent commit 10 months ago
The 8 Most Depended On Multi Objective Optimization Open Source Projects
Pymoo ⭐ 1,886
NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO
dependent packages 62total releases 22latest release November 26, 2023most recent commit 3 months agopypi pymoo} Downloads
Smoof ⭐ 34
Single- and Multi-Objective Optimization Test Functions
dependent packages 19total releases 10latest release February 18, 2020most recent commit 5 months ago
Jmetalsp ⭐ 35
A framework for Big Data Optimization with multi-objective metaheuristics
dependent packages 8total releases 2latest release June 01, 2018most recent commit 4 years ago
Paretoset ⭐ 32
Compute the Pareto (non-dominated) set, i.e., skyline operator/query.
dependent packages 4total releases 8latest release January 19, 2021most recent commit a year agopypi paretoset} Downloads
Ecr2 ⭐ 38
ecr: Evolutionary Computation in R (version 2)
dependent packages 3total releases 4latest release July 10, 2017most recent commit 7 months ago
Open Box ⭐ 75
Generalized and Efficient Blackbox Optimization System.
dependent packages 2total releases 15latest release March 08, 2023most recent commit 3 years agopypi openbox} Downloads
Open Box ⭐ 64
Generalized and Efficient Blackbox Optimization System.
dependent packages 1total releases 10latest release December 06, 2021most recent commit a year agopypi openbox} Downloads
The 10 Latest Releases In Multi Objective Optimization Open Source Projects
Pyoptframe Dev ⭐ 8
Python bindings for OptFrame C++ Functional Core
total releases 21latest release December 07, 2023most recent commit 4 months ago
Pymoo ⭐ 1,886
NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO
dependent packages 62total releases 22latest release November 26, 2023most recent commit 3 months agopypi pymoo} Downloads
Pyamosa ⭐ 7
Python implementation of the Archived Multi-Objective Simulated Annealing (AMOSA) optimization heuristic
total releases 26latest release September 28, 2023most recent commit 4 months ago
Feloopy ⭐ 105
FelooPy: An integrated optimization environment for AutoOR in Python
total releases 11latest release September 27, 2023most recent commit 3 months ago
Pyaugmecon ⭐ 13
An AUGMECON based multi-objective optimization solver for Pyomo.
total releases 16latest release August 14, 2023most recent commit 8 months ago
Open Box ⭐ 75
Generalized and Efficient Blackbox Optimization System.
dependent packages 2total releases 15latest release March 08, 2023most recent commit 3 years agopypi openbox} Downloads
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