Search Results - RepositoryStats

94

1.4k

apache-2.0

24

Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.

grpc google tuning vizier algorithm open-source optimization deep-learning machine-learning tuning-parameters distributed-systems bayesian-optimization blackbox-optimization distributed-computing hyperparameter-tuning evolutionary-algorithms hyperparameter-optimization

Created 2022-02-16

1,130 commits to main branch, last one a day ago

Gradient-Free-Optimizers SimonBlanke

84

1.2k

mit

21

Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.

hyperactive nelder-mead optimization hill-climbing random-search meta-heuristic machine-learning simulated-annealing evolution-strategies bayesian-optimization blackbox-optimization constrained-optimization tree-of-parzen-estimator gradient-free-optimization hyperparameter-optimization particle-swarm-optimization

Created 2020-04-04

878 commits to master branch, last one 6 days ago

mango ARM-software

40

335

apache-2.0

11

Parallel Hyperparameter Tuning in Python

keras-examples neural-network neural-networks machine-learning scipy-compatible production-system tuning-parameters cluster-deployment gaussian-processes parallel-computing pytorch-compatible sklearn-compatible tensorflow-examples bayesian-optimization blackbox-optimization hyperparameter-tuning kubernetes-deployment hyperparameter-optimization

Created 2019-10-18

281 commits to main branch, last one about a month ago

prima libprima

40

303

bsd-3-clause

2

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...

prima bobyqa cobyla lincoa matlab newuoa powell python uobyqa optimization modern-fortran zeroth-order-method blackbox-optimization nonlinear-optimization numerical-optimization constrained-optimization unconstrained-optimization derivative-free-optimization simulation-based-optimization

Created 2020-06-10

5,343 commits to main branch, last one about a month ago

goptuna c-bata

22

256

mit

9

A hyperparameter optimization framework, inspired by Optuna.

bandit-algorithms evolution-strategies bayesian-optimization blackbox-optimization

Created 2019-07-24

798 commits to main branch, last one 3 months ago

PyXAB WilliamLwj

41

153

mit

26

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

automl algorithm data-science optimization x-armed-bandit online-learning lipschitz-bandit machine-learning bandit-algorithms blackbox-optimization hyperparameter-tuning reinforcement-learning continuous-armed-bandit optimization-algorithms hyperparameter-optimization machine-learning-algorithms

Created 2022-03-16

303 commits to main branch, last one about a year ago

humpday microprediction

18

130

mit

6

Elo ratings for global black box derivative-free optimizers

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

Created 2020-10-23

300 commits to main branch, last one 8 months ago

nomad bbopt

24

117

lgpl-3.0

7

NOMAD - A blackbox optimization software

solver blackbox-optimizer blackbox-optimization mathematical-algorithms optimization-algorithms derivative-free-optimization surrogate-based-optimization simulation-based-optimization

Created 2019-12-17

695 commits to master branch, last one 23 days ago

ultraopt auto-flow

16

108

bsd-3-clause

4

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

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

Created 2020-12-14

99 commits to main branch, last one 3 years ago

pdfo pdfo

26

96

bsd-3-clause

7

Powell's Derivative-Free Optimization solvers.

Created 2020-04-19

535 commits to main branch, last one 3 months ago

maggy logicalclocks

14

89

apache-2.0

11

Distribution transparent Machine Learning experiments on Apache Spark

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

Created 2019-02-18

724 commits to master branch, last one 7 months ago

open-box thomas-young-2013

79

80

other

3

Generalized and Efficient Blackbox Optimization System.

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

Created 2019-05-02

607 commits to master branch, last one about a year ago

cec2017-py tilleyd

19

76

mit

1

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

cec2017 benchmark optimization blackbox-optimization

Created 2020-03-11

28 commits to master branch, last one 8 months ago

bbopt evhub

8

75

apache-2.0

7

Black box hyperparameter optimization made easy.

python coconut blackbox-optimization hyperparameter-tuning hyperparameter-optimization

Created 2017-09-04

307 commits to master branch, last one about a year ago

parmoo parmoo

12

74

bsd-3-clause

4

Python library for parallel multiobjective simulation optimization

python3 multiobjective blackbox-optimization mathematical-software numerical-optimization simulation-optimization multicriteria-optimization multiobjective-optimization response-surface-methodology surrogate-based-optimization simulation-based-optimization

Created 2022-01-17

703 commits to main branch, last one about a month ago

NOMAD.jl bbopt

6

47

other

9

Julia interface to the NOMAD blackbox optimization software

julia nomad optimization blackbox-optimization

Created 2019-04-01

247 commits to master branch, last one about a month ago

DeepZero OPTML-Group

4

37

mit

1

[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,...

ai4science blackbox-optimization efficient-deep-learning zeroth-order-optimization

Created 2023-11-01

12 commits to main branch, last one 6 months ago