blackbox-optimization topic

PyXAB - A Python Library for X-Armed Bandit and Online Blackbox Optimization Algorithms

WilliamLwj

Python module for CEC 2017 single objective optimization test function suite.

tilleyd

PRIMA is a package for solving general nonlinear optimization problems without using derivatives. It provides the reference implementation for Powell's derivative-free optimization methods, i.e., COBY...

libprima

A library for the hyperparameter optimization of deep neural networks

bbopt

Fast Bayesian optimization, quadrature, inference over arbitrary domain with GPU parallel acceleration

ma921

[ICLR'24] "DeepZero: Scaling up Zeroth-Order Optimization for Deep Model Training" by Aochuan Chen*, Yimeng Zhang*, Jinghan Jia, James Diffenderfer, Jiancheng Liu, Konstantinos Parasyris, Yihua Zhang,...

OPTML-Group