Search Results - RepositoryStats

pymoo anyoptimization

402

2.3k

apache-2.0

29

NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO

pso cmaes nsga2 nsga3 optimization genetic-algorithm differential-evolution multi-objective-optimization

Created 2017-09-19

968 commits to main branch, last one 6 days ago

LibMTL median-research-group

196

2.1k

mit

19

A PyTorch Library for Multi-Task Learning

mtl ple mmoe python pytorch deep-learning multitask-learning multi-task-learning multi-domain-learning multiobjective-optimization multi-objective-optimization

Created 2021-12-18

168 commits to main branch, last one 2 months ago

PlatEMO BIMK

473

1.7k

unknown

49

Evolutionary multi-objective optimization platform

matlab evolutionary-algorithms multi-objective-optimization

Created 2018-10-12

357 commits to master branch, last one 13 days ago

pagmo2 esa

162

844

gpl-3.0

35

A C++ platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.

pagmo python python3 optimization metaheuristics genetic-algorithm optimization-tools parallel-computing parallel-processing optimization-methods evolutionary-strategy stochastic-optimizers artificial-intelligence evolutionary-algorithms optimization-algorithms multi-objective-optimization

Created 2017-01-08

4,632 commits to master branch, last one 2 months ago

syne-tune syne-tune

51

392

apache-2.0

12

Large scale and asynchronous Hyperparameter and Architecture Optimization at your fingertips.

sagemaker machine-learning bayesian-optimization hyperparameter-tuning neural-architecture-search hyperparameter-optimization multi-objective-optimization

Created 2021-10-15

646 commits to main branch, last one 8 days ago

recsys-dataset otto-de

47

316

mit

9

🛍 A real-world e-commerce dataset for session-based recommender systems research.

otto kaggle recsys dataset benchmark e-commerce session-based recommendations machine-learning recommender-system recommendation-system multi-objective-optimization

Created 2022-10-20

21 commits to main branch, last one 6 months ago

Metaheuristics.jl jmejia8

27

257

other

8

High-performance metaheuristics for optimization coded purely in Julia.

pso nsga2 hypervolume optimization decision-making simulated-annealing differential-evolution constrained-optimization multi-objective-optimization

Created 2017-10-29

815 commits to master branch, last one 7 months ago

evox EMI-Group

37

225

bsd-3-clause

5

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

1,253 commits to main branch, last one 15 days ago

DrugEx XuhanLiu

68

202

mit

8

Deep learning toolkit for Drug Design with Pareto-based Multi-Objective optimization in Polypharmacology

deep-learning cheminformatics graph-transformer reinforcement-learning multi-objective-optimization

Created 2018-10-12

84 commits to master branch, last one about a year ago

torchjd TorchJD

1

167

mit

5

Library for Jacobian descent with PyTorch. It enables optimization of neural networks with multiple losses (e.g. multi-task learning).

torch python pytorch optimization deep-learning jacobian-descent multitask-learning multi-task-learning multiobjective-optimization multi-objective-optimization

Created 2024-06-01

185 commits to main branch, last one 7 days ago

nsganetv2 mikelzc1990

35

150

apache-2.0

3

[ECCV2020] NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search

auto-ml evolutionary-algorithms neural-architecture-search multi-objective-optimization

Created 2020-07-11

4 commits to master branch, last one 2 years ago

AutoOED yunshengtian

18

139

unknown

5

AutoOED: Automated Optimal Experimental Design Platform

asynchronous multi-objective pareto-optimality open-source-software bayesian-optimization experiment-automation optimal-experimental-design multi-objective-optimization

Created 2020-06-23

477 commits to master branch, last one about a year ago

evoxbench EMI-Group

16

94

apache-2.0

6

Transforming Neural Architecture Search (NAS) into multi-objective optimization problems. A benchmark suite for testing evolutionary algorithms in deep learning.

nasbench evolutionary-algorithms evolutionary-computation neural-architecture-search multi-objective-optimization

Created 2022-08-10

108 commits to main branch, last one 3 months ago

MOBOpt ppgaluzio

23

82

mit

2

Multi-objective Bayesian optimization

optimization bayesian-optimization optimization-algorithms multi-objective-optimization

Created 2020-01-18

90 commits to master branch, last one about a year ago

open-box thomas-young-2013

80

81

other

3

Generalized and Efficient Blackbox Optimization System.

knobs-tuning bayesian-optimization blackbox-optimization hyperparameter-tuning constrained-optimization automatic-machine-learning multi-objective-optimization

Created 2019-05-02

607 commits to master branch, last one about a year ago

Moo-GBT Swiggy

14

77

bsd-3-clause

6

Library for Multi-objective optimization in Gradient Boosted Trees

machine-learning gradient-boosted-trees constrained-optimization machine-learning-algorithms multi-objective-optimization

Created 2021-06-29

22 commits to master branch, last one 3 years ago

optframe optframe

10

74

mit

7

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 6 months ago

Fruit-API garlicdevs

22

70

gpl-3.0

9

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 3 years ago

MultiObjectiveAlgorithms.jl jump-dev

5

64

other

9

A Julia package for solving multi-objective optimization problems

julia jump-jl algorithm optimization multi-objective-optimization

Created 2019-12-05

82 commits to master branch, last one 2 months ago

EPOSearch dbmptr

13

58

mit

1

Exact Pareto Optimal solutions for preference based Multi-Objective Optimization

multi-task-learning deep-neural-networks pareto-optimal-solutions multi-objective-optimization

Created 2020-05-25

11 commits to master branch, last one 3 years ago

yuck informarte

11

56

other

6

Yuck is a local-search constraint solver with FlatZinc interface

flatzinc minizinc optimization vehicle-routing constraint-solver hierarchical-optimization multi-objective-optimization

Created 2016-06-19

528 commits to master branch, last one 10 months ago

multi_objective_optimization_matlab ethz-pes

7

53

bsd-2-clause

4

MATLAB Tool for Multi-Objective Optimization

matlab pareto optimization genetic-algorithm multi-objective-optimization

Created 2020-01-24

29 commits to master branch, last one 3 days ago

PAIR LFhase

4

52

mit

1

[ICLR 2023, ICLR DG oral] PAIR, the optimizer and model selection criteria for OOD Generalization

optimization model-selection causal-inference invariant-learning domain-generalization multi-objective-optimization out-of-distribution-generalization

Created 2023-02-17

25 commits to main branch, last one 8 months ago

paretoset tommyod

5

50

mit

3

Compute the Pareto (non-dominated) set, i.e., skyline operator/query.

pandas data-mining datascience data-science optimization skyline-query multi-objective-optimization

Created 2020-03-18

33 commits to master branch, last one 3 months ago

PyDiffGame krichelj

9

48

mit

5

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 11 months ago

Branch-and-price- mahdims

13

47

unknown

2

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

tsp vrp grasp python3 or-tools tabu-search decomposition branch-and-bound branch-and-price column-generation linear-programming integer-programming orienteering-problem mathematical-modelling vehicle-routing-problem travelling-salesman-problem multi-objective-optimization

Created 2020-04-24

63 commits to master branch, last one 10 months ago

Optimized-MDVRP Nikronic

8

47

mit

3

"Using Genetic Algorithms for Multi-depot Vehicle Routing" paper implementation.

mdvrp multi-depots genetic-algorithms evolutionary-algorithms multi-objective-optimization

Created 2019-09-07

146 commits to master branch, last one 3 years ago

Electric_Vehicle_Charging_Simulation avkhimen

5

41

unknown

1

This project implements Q-Learning to find the optimal policy for charging and discharging electric vehicles in a V2G scheme under conditions of uncertain commitment of EV owners. The problem is model...

q-learning vehicle-to-grid cooperative-game multi-objective-optimization multi-agent-reinforcement-learning

Created 2020-12-15

15 commits to main branch, last one 2 years ago

MultiTRON otto-de

0

27

mit

3

🤹 MultiTRON: Pareto Front Approximation for Multi-Objective Session-Based Recommender Systems, accepted at ACM RecSys 2024.

tron python recsys e-commerce pareto-front transformers deep-learning pytorch-lightning recommender-system multi-task-learning recommendation-engine artificial-intelligence multi-objective-optimization session-based-recommender-system

Created 2024-05-30

2 commits to main branch, last one 4 months ago