Search Results - RepositoryStats

71

457

gpl-3.0

13

Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems.

gym jax ray brax pytorch 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

2,160 commits to main branch, last one 23 hours ago

cmaes CyberAgentAILab

69

416

mit

13

Python library for CMA Evolution Strategy.

cma-es optuna evolution-strategy evolution-strategies black-box-optimization hyperparameter-optimization

Created 2020-01-30

503 commits to main branch, last one 3 days ago

Black-Box-Tuning txsun1997

31

268

mit

6

ICML'2022: Black-Box Tuning for Language-Model-as-a-Service & EMNLP'2022: BBTv2: Towards a Gradient-Free Future with Large Language Models

pytorch deep-learning language-model few-shot-learning black-box-optimization natural-language-processing

Created 2022-01-07

101 commits to main branch, last one 2 years ago

geneticalgorithm rmsolgi

78

258

other

4

Genetic Algorithm Package for Python

python optimization genetic-algorithm black-box-optimization evolutionary-algorithms

Created 2020-05-01

90 commits to master branch, last one 4 years ago

pypop Evolutionary-Intelligence

35

237

gpl-3.0

7

[JMLR (CCF-A)] PyPop7: A Pure-Python Library for POPulation-based Black-Box Optimization (BBO), especially *Large-Scale* variants (including evolutionary algorithms, swarm-based randomized optimizers,...

direct-search random-search genetic-algorithms global-optimization evolution-strategies black-box-optimization differential-evolution nonlinear-optimization numerical-optimization continuous-optimization evolutionary-algorithms optimization-algorithms large-scale-optimization zeroth-order-optimization gradient-free-optimization particle-swarm-optimization consensus-based-optimization derivative-free-optimization population-based-optimization estimation-of-distribution-algorithms

Created 2021-01-26

8,322 commits to main branch, last one 14 hours ago

pySOT dme65

53

209

other

22

Surrogate Optimization Toolbox for Python

asynchronous optimization surrogate-models gaussian-processes global-optimization bayesian-optimization radial-basis-function black-box-optimization surrogate-based-optimization global-optimization-algorithms

Created 2015-06-03

321 commits to master branch, last one 3 years ago

InstructZero Lichang-Chen

14

195

unknown

7

Official Implementation of InstructZero; the first framework to optimize bad prompts of ChatGPT(API LLMs) and finally obtain good prompts!

vicuna chatgpt black-box-tuning large-language-model black-box-optimization instruction-optimization

Created 2023-05-29

93 commits to main branch, last one 9 months ago

mlrMBO mlr-org

47

188

other

30

Toolbox for Bayesian Optimization and Model-Based Optimization in R

r mlr mlrmbo r-package optimization bayesian-optimization black-box-optimization model-based-optimization hyperparameter-optimization

Created 2013-10-23

1,648 commits to main branch, last one 2 years ago

biteopt avaneev

9

151

mit

13

Derivative-Free Global Optimization Algorithm (C++, Python binding) - Continuous, Discrete, TSP, NLS, MINLP

optimization meta-heuristic metaheuristics genetic-algorithm optimization-tools global-optimization integer-programming optimization-methods discrete-optimization stochastic-optimizers black-box-optimization constraint-programming differential-evolution evolutionary-algorithms optimization-algorithms mathematical-programming mathematical-optimization mixed-integer-programming hyperparameter-optimization global-optimization-algorithms

Created 2016-07-13

410 commits to master branch, last one 2 months ago

yabox pablormier

16

139

apache-2.0

4

Yet another black-box optimization library for Python

python python3 parallel black-box algorithms data-science minimization optimization stochastic-algorithms black-box-optimization differential-evolution evolutionary-algorithms

Created 2017-07-14

74 commits to master branch, last one 2 years ago

Nonconvex.jl JuliaNonconvex

10

116

mit

5

Toolbox for gradient-based and derivative-free non-convex constrained optimization with continuous and/or discrete variables.

optimization metaheuristics global-optimization bayesian-optimization discrete-optimization nonlinear-programming black-box-optimization nonlinear-optimization evolutionary-algorithms implicit-differentiation interior-point-optimizer semidefinite-programming automatic-differentiation augmented-lagrangian-method gradient-based-optimisation method-of-moving-asymptotes derivative-free-optimization surrogate-assisted-optimization mixed-integer-nonlinear-programming

Created 2021-02-14

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

MetaBox MetaEvo

12

112

bsd-3-clause

1

MetaBox: A Benchmark Platform for Meta-Black-Box Optimization with Reinforcement Learning (https://proceedings.neurips.cc/paper_files/paper/2023/hash/232eee8ef411a0a316efa298d7be3c2b-Abstract-Datasets...

benchmark-platform learning-to-optimize black-box-optimization evolutionary-algorithms protein-protein-docking deep-reinforcement-learning hyperparameter-optimization meta-black-box-optimization real-parameter-optimization

Created 2023-03-26

334 commits to v1.0.0 branch, last one a day ago

BlackVIP changdaeoh

9

111

unknown

3

Official implementation for CVPR'23 paper "BlackVIP: Black-Box Visual Prompting for Robust Transfer Learning"

prompt-tuning visual-prompting foundation-models transfer-learning black-box-optimization parameter-efficient-tuning

Created 2023-02-27

15 commits to main branch, last one about a year ago

kurobako optuna

12

90

mit

7

A black-box optimization benchmark tool

rust black-box-benchmarking black-box-optimization

Created 2019-03-12

589 commits to master branch, last one 10 months ago

entmoot cog-imperial

12

58

bsd-3-clause

5

Multiobjective black-box optimization using gradient-boosted trees

python optimization bayesian-optimization black-box-optimization gradient-boosted-trees mixed-integer-programming hyperparameter-optimization multiobjective-optimization

Created 2020-08-26

649 commits to master branch, last one about a month ago

shgo Stefan-Endres

12

51

mit

5

Simplicial Homology Global Optimization

science black-box nonlinear mathematics optimization black-box-model global-optimization clustering-algorithm black-box-optimization nonlinear-optimization

Created 2017-06-14

604 commits to master branch, last one 24 days ago

INSTINCT xqlin98

4

50

mit

1

This is the official implementation for the paper: Use Your INSTINCT: INSTruction optimization usIng Neural bandits Coupled with Transformers

autoai autoprompt llm-inference prompt-engineering black-box-optimization

Created 2023-10-03

12 commits to main branch, last one 10 months ago

Awesome-MetaBBO MetaEvo

2

49

unknown

2

A collection of MetaBBO papers and code sources

metabbo learning-to-optimize black-box-optimization evolutionary-computation

Created 2024-10-06

137 commits to main branch, last one 2 months ago

cobyqa cobyqa

6

48

bsd-3-clause

2

A derivative-free solver for general nonlinear optimization.

cobyqa python optimisation blackbox-optimizer zeroth-order-method optimization-library black-box-optimisation black-box-optimization optimisation-framework optimization-framework constrained-optimisation unconstrained-optimisation derivative-free-optimisation numerical-optimization-library numerical-optimization-methods

Created 2021-09-02

766 commits to main branch, last one 3 months ago