15 results found Sort:

CyberAgentAILab
cmaes CyberAgentAILab
59
329
mit
12
Python library for CMA Evolution Strategy.
cma-es optuna evolution-strategy evolution-strategies black-box-optimization hyperparameter-optimization
Created 2020-01-30
465 commits to main branch, last one 26 days ago
txsun1997
Black-Box-Tuning txsun1997
31
254
mit
7
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 about a year ago
rmsolgi
geneticalgorithm rmsolgi
74
239
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 3 years ago
dme65
pySOT dme65
53
203
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 2 years ago
mlr-org
mlrMBO mlr-org
49
187
other
31
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 about a year ago
Evolutionary-Intelligence
pypop Evolutionary-Intelligence
26
178
gpl-3.0
4
PyPop7: A Pure-Python Library for POPulation-based Black-Box Optimization (BBO), especially their *Large-Scale* versions/variants (evolutionary algorithms/swarm-based optimizers/pattern search/...). [...
optimization direct-search random-search metaheuristics 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 derivative-free-optimization population-based-optimization
Created 2021-01-26
6,763 commits to main branch, last one a day ago
EMI-Group
evox EMI-Group
29
165
bsd-3-clause
3
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 6 days ago
Lichang-Chen
InstructZero Lichang-Chen
13
164
unknown
8
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
92 commits to main branch, last one 7 months ago
pablormier
yabox pablormier
15
134
apache-2.0
5
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 about a year ago
JuliaNonconvex
Nonconvex.jl JuliaNonconvex
10
110
mit
4
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 5 months ago
changdaeoh
BlackVIP changdaeoh
7
101
unknown
4
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 10 months ago
optuna
kurobako optuna
11
80
mit
8
A black-box optimization benchmark tool
rust black-box-benchmarking black-box-optimization
Created 2019-03-12
589 commits to master branch, last one 4 days ago
cog-imperial
entmoot cog-imperial
12
51
bsd-3-clause
6
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
628 commits to master branch, last one 3 days ago
GMC-DRL
MetaBox GMC-DRL
7
50
bsd-3-clause
0
MetaBox: A Benchmark Platform for Meta-Black-Box Optimization with Reinforcement Learning (https://arxiv.org/abs/2310.08252)
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
314 commits to main branch, last one 3 months ago
xqlin98
INSTINCT xqlin98
1
31
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 20 days ago