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NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO
Created
2017-09-19
940 commits to main branch, last one 26 days ago
A PyTorch Library for Multi-Task Learning
Created
2021-12-18
162 commits to main branch, last one about a month ago
Evolutionary multi-objective optimization platform
Created
2018-10-12
338 commits to master branch, last one 5 days ago
A C++ platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
Created
2017-01-08
4,613 commits to master branch, last one 4 months ago
Large scale and asynchronous Hyperparameter and Architecture Optimization at your fingertips.
Created
2021-10-15
617 commits to main branch, last one 3 months ago
🛍 A real-world e-commerce dataset for session-based recommender systems research.
Created
2022-10-20
21 commits to main branch, last one 21 days ago
High-performance metaheuristics for optimization coded purely in Julia.
Created
2017-10-29
815 commits to master branch, last one about a month ago
Deep learning toolkit for Drug Design with Pareto-based Multi-Objective optimization in Polypharmacology
Created
2018-10-12
84 commits to master branch, last one about a year ago
Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems.
gym
jax
ray
brax
metaheuristics
neuroevolution
gpu-acceleration
black-box-optimization
evolutionary-algorithms
evolutionary-strategies
evolutionary-computation
evolutionary-optimization
gradient-free-optimization
derivative-free-optimization
multi-objective-optimization
population-based-optimization
evolutionary-reinforcement-learinig
Created
2022-07-27
1,104 commits to main branch, last one 5 days ago
[ECCV2020] NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search
Created
2020-07-11
4 commits to master branch, last one 2 years ago
AutoOED: Automated Optimal Experimental Design Platform
Created
2020-06-23
477 commits to master branch, last one about a year ago
FelooPy: Efficient & Feature-Rich Integrated Decision Environment
autoor
optimization
supply-chain
decision-science
machine-learning
linear-programming
integer-programming
operations-research
nonlinear-programming
constraint-programming
industrial-engineering
mixed-integer-programming
multi-objective-optimization
multi-criteria-decision-making
multi-attribute-decision-making
Created
2022-09-13
861 commits to main branch, last one 23 days ago
Transforming Neural Architecture Search (NAS) into multi-objective optimization problems. A benchmark suite for testing evolutionary algorithms in deep learning.
Created
2022-08-10
107 commits to main branch, last one 2 months ago
Multi-objective Bayesian optimization
Created
2020-01-18
90 commits to master branch, last one about a year ago
Generalized and Efficient Blackbox Optimization System.
Created
2019-05-02
607 commits to master branch, last one about a year ago
Library for Multi-objective optimization in Gradient Boosted Trees
Created
2021-06-29
22 commits to master branch, last one 2 years ago
A Universal Deep Reinforcement Learning Framework
atari
games
human
environment
multi-agent
actor-critic
deep-learning
multiplayer-game
policy-gradients
human-in-the-loop
actor-critic-algorithm
reinforcement-learning
arcade-learning-environment
deep-reinforcement-learning
multi-objective-optimization
reinforcement-learning-algorithms
multi-agent-reinforcement-learning
Created
2019-10-21
81 commits to master branch, last one 2 years ago
OptFrame - C++17 (and C++20) Optimization Framework in Single or Multi-Objective. Supports classic metaheuristics and hyperheuristics: Genetic Algorithm, Simulated Annealing, Tabu Search, Iterated Loc...
ils
vns
nsga-ii
heuristics
tabu-search
timetabling
optimization
pareto-front
metaheuristics
best-improvement
first-improvement
genetic-algorithm
multi-improvement
optimization-tools
genetic-programming
optimization-framework
vehicle-routing-problem
travelling-salesman-problem
multi-objective-optimization
Created
2017-11-06
1,667 commits to master branch, last one 26 days ago
A Julia package for solving multi-objective optimization problems
Created
2019-12-05
77 commits to master branch, last one 5 days ago
Yuck is a local-search constraint solver with FlatZinc interface
Created
2016-06-19
528 commits to master branch, last one 4 months ago
Exact Pareto Optimal solutions for preference based Multi-Objective Optimization
Created
2020-05-25
11 commits to master branch, last one 3 years ago
Compute the Pareto (non-dominated) set, i.e., skyline operator/query.
Created
2020-03-18
32 commits to master branch, last one 4 months ago
[ICLR 2023, ICLR DG oral] PAIR, the optimizer and model selection criteria for OOD Generalization
Created
2023-02-17
25 commits to main branch, last one 2 months ago
MATLAB Tool for Multi-Objective Optimization
Created
2020-01-24
28 commits to master branch, last one about a year ago
This is my implementation of a branch and price algorithm to solve the humanitarian aid distribution problem. This problem is a VRP with a specific objective function
Created
2020-04-24
63 commits to master branch, last one 4 months ago
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 Ric...
quadrotor
game-theory
hamiltonian
control-theory
bellman-equation
computer-science
matrix-equations
nash-equilibrium
riccati-equation
differential-game
dynamical-systems
inverted-pendulum
numerical-methods
differential-equations
hamilton-jacobi-bellman
optimization-algorithms
object-oriented-programming
multi-objective-optimization
pontryagin-maximum-principle
artificial-intelligence-algorithms
Created
2020-04-22
323 commits to master branch, last one 5 months ago