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30 search results found

Python library for CMA Evolution Strategy.

Toolbox for Bayesian Optimization and Model-Based Optimization in R

Surrogate Optimization Toolbox for Python

Instructzero ⭐ 150

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

PyPop7: A Pure-Python Library for POPulation-based Black-Box Optimization (BBO), especially their *Large-Scale* versions/variants. https://pypop.rtfd.io/

Black Box Tuning ⭐ 133

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

Yet another black-box optimization library for Python

Nonconvex.jl ⭐ 100

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

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

Kurobako ⭐ 78

A black-box optimization benchmark tool

Blackvip ⭐ 65

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

Multiobjective black-box optimization using gradient-boosted trees

Simplicial Homology Global Optimization

Rocketsled ⭐ 33

plug-n-play black box optimizer for high-throughput computing

This repository contains the source code for “Thompson sampling efficient multiobjective optimization” (TSEMO).

Dacbench ⭐ 25

A benchmark library for Dynamic Algorithm Configuration.

A derivative-free solver for general nonlinear optimization.

Flexible Bayesian Optimization in R

MetaBox: A Benchmark Platform for Meta-Black-Box Optimization with Reinforcement Learning (https://arxiv.org/abs/2310.08252)

Black-box optimization framework for R.

Camelsoptimizer ⭐ 16

Yes, it's a camel case.

(CEC2022) Fast Moving Natural Evolution Strategy for High-Dimensional Problems

A TPE (Tree-structured Parzen Estimator) implementation in Rust

A collection of Black-Box Optimization algorithms for Rust

Nelder_mead ⭐ 10

A Python easy implementation of the Nelder-Mead method

Kurobako Py ⭐ 8

A Python library to help implement kurobako's solvers and problems

Deft Funnel ⭐ 8

DEFT-FUNNEL: An open-source global optimization solver for constrained grey-box and black-box problems in Matlab.

Machine_learning_workbench ⭐ 7

Workbench for practical machine learning in Ruby.

Black Box Adversarial Reprogramming ⭐ 5

Code for "Transfer Learning without Knowing: Reprogramming Black-box Machine Learning Models with Scarce Data and Limited Resources". (ICML 2020)

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