Top blackbox-optimization open source projects

Generalized and Efficient Blackbox Optimization System [SIGKDD'21].

✭ 174

python CSS HTML distributed-systems saas constrained-optimization multi-objective-optimization bayesian-optimization hyper-parameter-optimization blackbox-optimization automatic-machine-learning

bbopt

Black box hyperparameter optimization made easy.

✭ 66

python Makefile hyperparameter-optimization hyperparameter-tuning coconut blackbox-optimization

ultraopt

Distributed Asynchronous Hyperparameter Optimization better than HyperOpt. 比HyperOpt更强的分布式异步超参优化库。

✭ 93

python machine-learning optimization hyperparameter-optimization hyperopt bayesian-optimization automl blackbox-optimization multi-fidelity

mindware

An efficient open-source AutoML system for automating machine learning lifecycle, including feature engineering, neural architecture search, and hyper-parameter tuning.

✭ 34

distributed-systems data-science machine-learning deep-learning ensemble-learning bayesian-optimization neural-architecture-search meta-learning hyper-parameter-optimization blackbox-optimization automl-algorithms automl-pipeline knobs-tuning

NOMAD.jl

Julia interface to the NOMAD blackbox optimization software

✭ 38

julia optimization nomad blackbox-optimization

maggy

Distribution transparent Machine Learning experiments on Apache Spark

✭ 83

python spark hyperparameter-optimization hyperparameter-tuning automl hyperparameter-search blackbox-optimization ablation ablation-studies ablation-study

pdfo

Powell's Derivative-Free Optimization solvers

mango

Parallel Hyperparameter Tuning in Python

humpday

Elo ratings for global black box derivative-free optimizers

✭ 94

python Jupyter Notebook blackbox-optimization blackbox-optimizer derivative-free-optimization zeroth-order-optimization python-optimizer global-optimizers

open-box

Generalized and Efficient Blackbox Optimization System.

✭ 64

python CSS HTML constrained-optimization multi-objective-optimization bayesian-optimization hyperparameter-tuning blackbox-optimization automatic-machine-learning knobs-tuning

Top 10 blackbox-optimization open source projects