goptuna

Optimization framework

A decentralized hyperparameter optimization framework inspired by Optuna.

A hyperparameter optimization framework, inspired by Optuna.

GitHub

262 stars
10 watching
22 forks
Language: Go
last commit: about 2 years ago
Linked from 2 awesome lists

bandit-algorithmsbayesian-optimizationblackbox-optimizationevolution-strategies

Backlinks from these awesome lists:

Related projects:

RepositoryDescriptionStars
mysteryresearcher/dashaA framework for distributed optimization with communication compression and optimal oracle complexity.0
jungtaekkim/bayesoA framework for optimizing hyperparameters in machine learning models using Bayesian optimization93
automl/roboA Bayesian optimization framework designed to optimize complex functions with robustness and flexibility484
guopengf/auto-fedrlA reinforcement learning-based framework for optimizing hyperparameters in distributed machine learning environments.15
jonfanlab/glonetA software framework for training neural networks to optimize dielectric metasurfaces using physics-driven generative models and global optimization algorithms.101
bluebrain/bluepyoptA flexible framework for optimizing model parameters in computational neuroscience and related fields.204
fpicetti/occamypyA library for solving large-scale optimization problems with flexible and scalable vector and operator definitions55
mazhar-ansari-ardeh/benchmarkfcnsProvides benchmarking functions for mathematical optimization algorithms67
maxhalford/eaoptAn evolutionary optimization library that provides multiple algorithms and interfaces to solve complex optimization problems using genetic and other optimization techniques.890
automl/smac3An optimization framework for machine learning hyperparameters1,093
google/vizierA Python-based service for optimizing complex objective functions1,494
cicirello/chips-n-salsaA comprehensive Java library of local search algorithms with customization and hybridization capabilities60
liboyue/beerA collection of numerical experiments and code for demonstrating the performance of decentralized nonconvex optimization methods8
tomcraven/gogaA Golang library implementing a genetic algorithm with configurable simulator, selector, and mating components.220
google/ceviche-challengesA software suite for benchmarking photonic inverse design optimization algorithms95