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Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.
Created
2022-02-16
1,158 commits to main branch, last one a day ago
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
937 commits to master branch, last one 14 days ago
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 3 months ago
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...
Created
2020-06-10
5,346 commits to main branch, last one 24 days ago
A hyperparameter optimization framework, inspired by Optuna.
Created
2019-07-24
798 commits to main branch, last one 6 months ago
PyXAB - A Python Library for X-Armed Bandit and Online Blackbox Optimization Algorithms
Created
2022-03-16
350 commits to main branch, last one about a month ago
Elo ratings for global black box derivative-free optimizers
Created
2020-10-23
300 commits to main branch, last one 11 months ago
NOMAD - A blackbox optimization software
Created
2019-12-17
695 commits to master branch, last one 3 months ago
Distributed Asynchronous Hyperparameter Optimization better than HyperOpt. 比HyperOpt更强的分布式异步超参优化库。
Created
2020-12-14
99 commits to main branch, last one 3 years ago
Powell's Derivative-Free Optimization solvers.
bobyqa
cobyla
lincoa
matlab
newuoa
powell
python
uobyqa
fortran
simulation
optimization
blackbox-optimization
nonlinear-optimization
numerical-optimization
optimization-algorithms
constrained-optimization
zeroth-order-optimization
unconstrained-optimization
derivative-free-optimization
simulation-based-optimization
Created
2020-04-19
536 commits to main branch, last one 2 months ago
Distribution transparent Machine Learning experiments on Apache Spark
Created
2019-02-18
97 commits to master branch, last one 10 months ago
Generalized and Efficient Blackbox Optimization System.
Created
2019-05-02
607 commits to master branch, last one about a year ago
Python module for CEC 2017 single objective optimization test function suite.
Created
2020-03-11
28 commits to master branch, last one 11 months ago
Black box hyperparameter optimization made easy.
Created
2017-09-04
307 commits to master branch, last one about a year ago
Python library for parallel multiobjective simulation optimization
Created
2022-01-17
703 commits to main branch, last one 3 months ago
Julia interface to the NOMAD blackbox optimization software
Created
2019-04-01
247 commits to master branch, last one 3 months ago
[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,...
Created
2023-11-01
13 commits to main branch, last one 2 months ago