#算法刷题#Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.
#计算机科学#Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.
Experimental Global Optimization Algorithm
#计算机科学#Parallel Hyperparameter Tuning in Python
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...
A hyperparameter optimization framework, inspired by Optuna.
Elo ratings for global black box derivative-free optimizers
NOMAD - A blackbox optimization software
#算法刷题#PyXAB - A Python Library for X-Armed Bandit and Online Blackbox Optimization Algorithms
#计算机科学#Distributed Asynchronous Hyperparameter Optimization better than HyperOpt. 比HyperOpt更强的分布式异步超参优化库。
Powell's Derivative-Free Optimization solvers.
Distribution transparent Machine Learning experiments on Apache Spark
Python module for CEC 2017 single objective optimization test function suite.
Generalized and Efficient Blackbox Optimization System.
Python library for parallel multiobjective simulation optimization
Black box hyperparameter optimization made easy.
Heuristic Optimization for Python
[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,...
Tuning the Parameters of Heuristic Optimizers (Meta-Optimization / Hyper-Parameter Optimization)
Julia interface to the NOMAD blackbox optimization software