NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO
SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization
Hyperparameter Experiments with TensorFlow and Keras
Bayesian Optimization using GPflow
The main features of gpflow/gpflowopt are: Optimization.
Open-source alternatives to gpflow/gpflowopt include: anyoptimization/pymoo — NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO. automl/smac3 — SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization. autonomio/talos — Hyperparameter Experiments with TensorFlow and Keras. befelix/safeopt — Safe Bayesian Optimization. claesenm/optunity — optimization routines for hyperparameter tuning. 100/solid — 🎯 A comprehensive gradient-free optimization framework written in Python.
