Ecosyste.ms: Repos
An open API service providing repository metadata for many open source software ecosystems.
GitHub topics: black-box-optimization
Evolutionary-Intelligence/pypop
PyPop7: A Pure-Python Library for POPulation-based Black-Box Optimization (BBO), especially their *Large-Scale* versions/variants. https://pypop.rtfd.io/
Language: Python - Size: 842 MB - Last synced: about 8 hours ago - Pushed: about 19 hours ago - Stars: 168 - Forks: 25
CyberAgentAILab/cmaes
Python library for CMA Evolution Strategy.
Language: Python - Size: 388 KB - Last synced: 1 day ago - Pushed: 3 days ago - Stars: 318 - Forks: 58
prescient-design/holo-bench
Benchmark for Biophysical Sequence Optimization Algorithms
Language: Python - Size: 20.5 KB - Last synced: 1 day ago - Pushed: 2 days ago - Stars: 0 - Forks: 0
dme65/pySOT
Surrogate Optimization Toolbox for Python
Language: Jupyter Notebook - Size: 8.28 MB - Last synced: 3 days ago - Pushed: over 2 years ago - Stars: 202 - Forks: 52
asyncde/asyncde
Asynchronous Differential Evolution
Language: C++ - Size: 158 KB - Last synced: 2 days ago - Pushed: 3 days ago - Stars: 1 - Forks: 0
HaiAu2501/Black-Box-Optimization
Language: Jupyter Notebook - Size: 133 KB - Last synced: 3 days ago - Pushed: 3 days ago - Stars: 2 - Forks: 0
pablormier/yabox
Yet another black-box optimization library for Python
Language: Jupyter Notebook - Size: 1.58 MB - Last synced: about 21 hours ago - Pushed: over 1 year ago - Stars: 134 - Forks: 15
yn-cloud/CMAES.NET
Covariance Matrix Adaptation Evolution Strategy (CMA-ES) implementation on C#
Language: C# - Size: 45.9 KB - Last synced: 6 days ago - Pushed: 6 days ago - Stars: 7 - Forks: 2
cog-imperial/entmoot
Multiobjective black-box optimization using gradient-boosted trees
Language: Python - Size: 932 KB - Last synced: 5 days ago - Pushed: 12 days ago - Stars: 50 - Forks: 11
mlr-org/bbotk
Black-box optimization framework for R.
Language: R - Size: 20.2 MB - Last synced: 17 days ago - Pushed: 17 days ago - Stars: 19 - Forks: 9
sile/kurobako-go
A Golang library to help implement kurobako's solvers and problems
Language: Go - Size: 89.8 KB - Last synced: 16 days ago - Pushed: about 4 years ago - Stars: 6 - Forks: 1
sile/tpe
A TPE (Tree-structured Parzen Estimator) implementation in Rust
Language: Rust - Size: 40 KB - Last synced: 15 days ago - Pushed: over 2 years ago - Stars: 26 - Forks: 3
JuliaNonconvex/Nonconvex.jl
Toolbox for gradient-based and derivative-free non-convex constrained optimization with continuous and/or discrete variables.
Language: Julia - Size: 2.31 MB - Last synced: 8 days ago - Pushed: 4 months ago - Stars: 110 - Forks: 10
mlr-org/mlrMBO
Toolbox for Bayesian Optimization and Model-Based Optimization in R
Language: R - Size: 77.5 MB - Last synced: 17 days ago - Pushed: 8 months ago - Stars: 186 - Forks: 49
cobyqa/cobyqa
A derivative-free solver for general nonlinear optimization.
Language: Python - Size: 8.71 MB - Last synced: 20 days ago - Pushed: 20 days ago - Stars: 27 - Forks: 3
rmsolgi/geneticalgorithm
Genetic Algorithm Package for Python
Language: Python - Size: 403 KB - Last synced: 15 days ago - Pushed: over 2 years ago - Stars: 235 - Forks: 74
optuna/kurobako
A black-box optimization benchmark tool
Language: Rust - Size: 816 KB - Last synced: 17 days ago - Pushed: 11 months ago - Stars: 80 - Forks: 9
EMI-Group/evox
Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems.
Language: Python - Size: 2.72 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 120 - Forks: 22
SimonBlanke/Surfaces
A collection and visualization of single objective black-box functions for optimization benchmarking.
Language: Python - Size: 13.8 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 1 - Forks: 0
BY571/GARNE-Genetic-Algorithm-with-Recurrent-Network-and-Novelty-Exploration
GARNE: Genetic-Algorithm-with-Recurrent-Network-and-Novelty-Exploration
Language: Python - Size: 813 KB - Last synced: about 1 month ago - Pushed: almost 4 years ago - Stars: 9 - Forks: 5
yunyuntsai/Black-box-Adversarial-Reprogramming
Code for "Transfer Learning without Knowing: Reprogramming Black-box Machine Learning Models with Scarce Data and Limited Resources". (ICML 2020)
Language: Python - Size: 563 KB - Last synced: about 1 month ago - Pushed: over 3 years ago - Stars: 34 - Forks: 4
GMC-DRL/MetaBox
MetaBox: A Benchmark Platform for Meta-Black-Box Optimization with Reinforcement Learning (https://arxiv.org/abs/2310.08252)
Language: Python - Size: 228 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 39 - Forks: 6
mlr-org/mlr3mbo
Flexible Bayesian Optimization in R
Language: R - Size: 11.5 MB - Last synced: 15 days ago - Pushed: 17 days ago - Stars: 23 - Forks: 1
Lichang-Chen/InstructZero
Official Implementation of InstructZero; the first framework to optimize bad prompts of ChatGPT(API LLMs) and finally obtain good prompts!
Language: Python - Size: 7.46 MB - Last synced: 3 months ago - Pushed: 6 months ago - Stars: 159 - Forks: 13
aryandeshwal/BODi
Language: Python - Size: 29.3 KB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 6 - Forks: 1
Mesbah-Lab-UCB/Performance-Oriented-DNN-MPC
Performance-oriented model learning for control via multi-objective Bayesian optimization
Language: Jupyter Notebook - Size: 8.25 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0
Mesbah-Lab-UCB/arbo-controllers
Here we visualize the need for robust BO against an adversary. Clearly the optimum design point changes depending the uncertain parameter x, so we should identify a region for which the decision variable x resides in an optimal region.
Language: Jupyter Notebook - Size: 9.22 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0
Mesbah-Lab-UCB/SafeBOPlasma
Safe Explorative Bayesian Optimization -- Towards Personalized Treatments in Plasma Medicine
Language: Jupyter Notebook - Size: 14.8 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0
Mesbah-Lab-UCB/SNSF-project-P2ELP2_184521
Multivariable control strategy for a reactor system, efficient global solution method for a reaction system and rocket, solution methods for two approximate formulations of the Bayesian optimal experiment design (OED) problem, optimal control approach for a cold plasma system.
Language: MATLAB - Size: 128 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0
Mesbah-Lab-UCB/LCSS_DataDrivenScenarioOptimization
This code obtains closed-loop performance guarantees for automated controller tuning, which can be formulated as a black-box optimization problem under uncertainty.
Language: MATLAB - Size: 50.9 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0
hackingmaterials/rocketsled
plug-n-play black box optimizer for high-throughput computing
Language: Python - Size: 14.2 MB - Last synced: about 2 months ago - Pushed: about 1 year ago - Stars: 41 - Forks: 11
Eric-Bradford/TS-EMO
This repository contains the source code for “Thompson sampling efficient multiobjective optimization” (TSEMO).
Language: MATLAB - Size: 1.83 MB - Last synced: 3 months ago - Pushed: almost 4 years ago - Stars: 81 - Forks: 14
nomuramasahir0/cma-learning-rate-adaptation
(GECCO2023 Best Paper Nomination) CMA-ES with Learning Rate Adaptation: Can CMA-ES with Default Population Size Solve Multimodal and Noisy Problems?
Language: Python - Size: 2.21 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 3 - Forks: 0
nomuramasahir0/crfmnes
(CEC2022) Fast Moving Natural Evolution Strategy for High-Dimensional Problems
Language: Python - Size: 879 KB - Last synced: 19 days ago - Pushed: 6 months ago - Stars: 16 - Forks: 1
iremddemir/computational_intelligence
Implementations of optimization techniques, sampling methods and evolutionary algorithms
Language: Jupyter Notebook - Size: 5.35 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0
Stefan-Endres/shgo
Simplicial Homology Global Optimization
Language: Python - Size: 42.1 MB - Last synced: about 1 month ago - Pushed: about 1 year ago - Stars: 44 - Forks: 11
ojasraundale/cartpole
Implementation of Black Box Optimization methods using Fourier State Vectors on the Cartpole Domain.
Language: Jupyter Notebook - Size: 642 KB - Last synced: 4 months ago - Pushed: 5 months ago - Stars: 1 - Forks: 0
automl/DACBench
A benchmark library for Dynamic Algorithm Configuration.
Language: PDDL - Size: 238 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 23 - Forks: 14
AndreiChertkov/tetradat
Black-box adversarial attacks on deep neural networks with tensor train (TT) decomposition and PROTES optimizer.
Language: Python - Size: 75.4 MB - Last synced: 2 days ago - Pushed: 3 days ago - Stars: 1 - Forks: 0
MarcEscandell/ALPypeOpt
An open source library for connecting AnyLogic models with python-based black box optimization packages
Language: Python - Size: 19.3 MB - Last synced: 2 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0
ono-lab/dxnesici
(GECCO 2023) Natural Evolution Strategy for Mixed-Integer Black-Box Optimization
Language: Python - Size: 15.6 KB - Last synced: 8 days ago - Pushed: 5 months ago - Stars: 1 - Forks: 0
songlei00/bbo
Black-box optimization for real-world scenario
Language: Python - Size: 26.4 KB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0
txsun1997/Black-Box-Tuning
ICML'2022: Black-Box Tuning for Language-Model-as-a-Service & EMNLP'2022: BBTv2: Towards a Gradient-Free Future with Large Language Models
Language: Python - Size: 64 MB - Last synced: 6 months ago - Pushed: over 1 year ago - Stars: 241 - Forks: 28
acristofari/ord
Derivative-free solver for the minimization of a function over the convex hull of a set of vectors
Language: MATLAB - Size: 107 KB - Last synced: 7 months ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0
tmp-coder/CC-DGDGepsilon-PSO
The CC-D-DGDG-PSO algorithm for solving large scale unconstrained black-box optimization problems with divide-and-conquer strategy.
Language: Matlab - Size: 6.49 MB - Last synced: 7 months ago - Pushed: almost 6 years ago - Stars: 4 - Forks: 1
changdaeoh/BlackVIP
Official implementation for CVPR'23 paper "BlackVIP: Black-Box Visual Prompting for Robust Transfer Learning"
Language: Python - Size: 1.81 MB - Last synced: 7 months ago - Pushed: 9 months ago - Stars: 82 - Forks: 8
KOLANICH-ML/UniOpt.py 📦
Unified interface for hyperparams / black box optimizers !!! Migrated to Codeberg 🏔️ !!!
Language: Python - Size: 62.5 KB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 3 - Forks: 1
darryl34/optimize-roqtools
Optimising HSD components (e.g. LVDS, ECL, CML) parameters using Bayesian Optimisation
Language: Python - Size: 162 KB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0
Evolutionary-Intelligence/dpop7
A ray-based library of Distributed POPulation-based OPtimization for Large-Scale Black-Box Optimization.
Language: Python - Size: 259 KB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 15 - Forks: 1
dannyzx/HALO
A deterministic global optimization algorithm for black-box problems.
Language: Python - Size: 58.6 KB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 1 - Forks: 0
aryandeshwal/HyBO
Language: Python - Size: 68.4 KB - Last synced: 8 months ago - Pushed: over 1 year ago - Stars: 21 - Forks: 5
aryandeshwal/Submodular_Relaxation_BOCS
Python implementation of Scalable Combinatorial Bayesian Optimization with Tractable Statistical Models
Language: Python - Size: 43 KB - Last synced: 8 months ago - Pushed: over 3 years ago - Stars: 1 - Forks: 1
aryandeshwal/MESMO Fork of belakaria/MESMO
Python implementation of the Max-value Entropy Search for Multi-Objective Bayesian Optimization method
Language: Python - Size: 8.79 KB - Last synced: 8 months ago - Pushed: about 2 years ago - Stars: 1 - Forks: 0
aryandeshwal/BOPS
Python implementation of Bayesian optimization over permutation spaces.
Language: MATLAB - Size: 1.95 MB - Last synced: 8 months ago - Pushed: about 2 years ago - Stars: 13 - Forks: 1
aryandeshwal/MerCBO
Python implementation of Mercer Features for Efficient Combinatorial Bayesian Optimization
Language: Python - Size: 120 KB - Last synced: 8 months ago - Pushed: almost 3 years ago - Stars: 9 - Forks: 2
giuse/machine_learning_workbench
Workbench for practical machine learning in Ruby.
Language: Ruby - Size: 114 KB - Last synced: 15 days ago - Pushed: over 2 years ago - Stars: 19 - Forks: 4
atdurkin/oodx
Object-Orientated Derivative-Free Optimisation
Language: Python - Size: 12.6 MB - Last synced: 4 months ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0
Evolutionary-Intelligence/D-LM-MA
Distributed Low-Memory Matrix Adaptation (D-LM-MA) Evolution Strategy.
Language: Python - Size: 9.53 MB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 4 - Forks: 1
vutuanhai237/BBOByParameterShiftRule
Black-box optimization by parameter-shift rule
Language: Jupyter Notebook - Size: 1.97 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 2 - Forks: 0
ALFA-group/bayesopt-nash-eq
Language: Jupyter Notebook - Size: 5.02 MB - Last synced: about 1 year ago - Pushed: almost 6 years ago - Stars: 8 - Forks: 3
dsiervo/sc3-autotuner
Bayesian optimization approach for tuning SeisComP3's scautopick and scanloc modules
Language: Python - Size: 1.33 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 2 - Forks: 1
thomasWeise/betAndRun
Code for executing virtual experiments with intelligent bet-and-run strategies for optimization, which efficiently utilize a total computational budget for getting good results by first starting n runs and after some time pick one of them to continue for the remaining budget.
Language: Java - Size: 1.19 MB - Last synced: about 1 year ago - Pushed: about 6 years ago - Stars: 2 - Forks: 0
ALFA-group/reckless-minimax
[LeGO/GOW 2018] "On the Application of Danskin’s Theorem to Derivative-Free Minimax Optimization" by Abdullah Al-Dujaili, Shashank Srikant, Erik Hemberg, Una-May O'Reilly
Language: Python - Size: 787 KB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 1 - Forks: 2
caesarcai/ZORO
Zeroth-Order Regularized Optimization (ZORO): Approximately Sparse Gradients and Adaptive Sampling
Language: Python - Size: 58.6 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 4 - Forks: 1
sile/yamakan
A collection of Black-Box Optimization algorithms for Rust
Language: Rust - Size: 154 KB - Last synced: 13 days ago - Pushed: about 3 years ago - Stars: 9 - Forks: 0
dbsxodud-11/bayesian_optimization
Implementation of various Bayesian Optimization algorithms
Language: Python - Size: 9.77 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0
fq00/lubySequenceEAs
Fast randomized algorithms for combinatorial optimization
Language: C++ - Size: 124 KB - Last synced: 11 months ago - Pushed: over 6 years ago - Stars: 1 - Forks: 0
optuna/kurobako-py
A Python library to help implement kurobako's solvers and problems
Language: Python - Size: 105 KB - Last synced: 7 days ago - Pushed: about 2 years ago - Stars: 8 - Forks: 7
hannanabdul55/seldonian-fairness
Build fair and safe Machine Learning models in Python
Language: Jupyter Notebook - Size: 198 MB - Last synced: 11 days ago - Pushed: over 2 years ago - Stars: 2 - Forks: 2
rssalessio/Parallel-Bayesian-Optimization-Thompson-Sampling
Language: Python - Size: 29.3 KB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 3 - Forks: 2
OfirKP/CamelsOptimizer
Yes, it's a camel case.
Language: Jupyter Notebook - Size: 22.5 KB - Last synced: about 1 year ago - Pushed: about 4 years ago - Stars: 17 - Forks: 1
SimpleArt/optimizer
Multivariable Numerical Optimization
Language: Python - Size: 22.5 KB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0
marmakoide/jpack
A Java package for scientific computing
Language: Java - Size: 67.4 KB - Last synced: about 1 year ago - Pushed: almost 6 years ago - Stars: 1 - Forks: 0
nicolai-schwartze/SwingyNot
dymola project of controlled angular overshoot of a pendulum
Language: Modelica - Size: 17.9 MB - Last synced: 4 months ago - Pushed: almost 5 years ago - Stars: 0 - Forks: 0
ash-aldujaili/eh-lsopt
Code repository of Embedded Bandits for Large-Scale Black-Box Optimization (AAAI'17)
Language: Jupyter Notebook - Size: 8.4 MB - Last synced: 4 months ago - Pushed: over 6 years ago - Stars: 2 - Forks: 0
white-noise-ntua/autogyro-blades-optimization
Black-Box optimization of a rotor's shape using Projected Gradient Descent
Language: Python - Size: 76.2 KB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 4 - Forks: 0
araffin/es-with-search-path
Implementation of the (μ/μ,λ)-Evolution Strategy (ES) with Search Path algorithm in C++
Language: C - Size: 561 KB - Last synced: about 1 year ago - Pushed: over 6 years ago - Stars: 2 - Forks: 0
ash-aldujaili/modirect
Code for Dividing Rectangles Attack Multi-Objective Optimization
Language: C - Size: 424 KB - Last synced: about 1 year ago - Pushed: over 6 years ago - Stars: 0 - Forks: 1