Browse using
OpenLink Faceted Browser
OpenLink Structured Data Editor
LodLive Browser
Formats
RDF:
N-Triples
N3
Turtle
JSON
XML
OData:
Atom
JSON
Microdata:
JSON
HTML
Embedded:
JSON
Turtle
Other:
CSV
JSON-LD
Faceted Browser
Sparql Endpoint
About:
Hyperparameter optimization
An Entity of Type:
Thing
,
from Named Graph:
http://dbpedia.org
,
within Data Space:
dbpedia.org
Choosing a set of optimal hyperparameters for a learning algorithm
Property
Value
dbo:
description
визначення набору гіперпараметрів, котрий забезпечує найкращу продуктивність моделі машинного навчання
(uk)
گزینش مجموعهای از ابرپارامترهای بهینه برای یک الگوریتم یادگیری
(fa)
Steuerung von Trainingsalgorithmen
(de)
déterminer le jeu d'hyperparamètres qui produit la meilleure performance d'un modèle d'apprentissage automatique
(fr)
choosing a set of optimal hyperparameters for a learning algorithm
(en)
és el problema de triar un conjunt d'hiperparàmetres òptims.
(ca)
dbo:
thumbnail
wiki-commons
:Special:FilePath/Hyperparameter_Optimization_using_Grid_Search.svg?width=300
dbo:
wikiPageExternalLink
http://docs.h2o.ai/h2o/latest-stable/h2o-docs/automl.html
http://scikit-learn.sourceforge.net/modules/grid_search.html
http://topepo.github.io/caret/random-hyperparameter-search.html
https://bigml.com/api/optimls
https://iridia.ulb.ac.be/irace/
https://optuna.readthedocs.io/en/latest/
https://orion.readthedocs.io/
https://ray.readthedocs.io/en/latest/tune.html
https://github.com/CMA-ES/pycma
https://github.com/DEAP/deap
https://github.com/PhilippPro/tuneRanger
https://github.com/automl/DEHB
https://github.com/automl/HpBandSter
https://github.com/automl/SMAC3
https://github.com/automl/auto-sklearn
https://github.com/autonomio/talos
https://github.com/baptistar/BOCS
https://github.com/callowbird/Harmonica
https://github.com/coin-or/rbfopt
https://github.com/determined-ai/determined
https://github.com/dmlc/xgboost
https://github.com/facebook/Ax
https://github.com/facebookresearch/nevergrad
https://github.com/google/pyglove
https://github.com/huawei-noah/HEBO
https://github.com/hyperopt/hyperopt
https://github.com/hyperopt/hyperopt-sklearn
https://github.com/joeddav/devol
https://github.com/kubeflow/katib
https://github.com/kubeflow/katib/
https://github.com/lucfra/FAR-HO
https://github.com/maxpumperla/hyperas
https://github.com/mlr-org/mlr
https://github.com/mlr-org/mlrMBO
https://github.com/rsteca/sklearn-deap
https://github.com/scikit-optimize/scikit-optimize
https://github.com/sherpa-ai/sherpa
https://github.com/soravux/scoop
https://github.com/wwu-mmll/photonai
https://aws.amazon.com/sagemaker/
https://mindfoundry.ai/OPTaaS
https://indiesolver.com
https://sigopt.com
https://cloud.google.com/ml-engine/docs/tensorflow/using-hyperparameter-tuning
https://scikit-learn.org/stable/modules/generated/sklearn.model_selection.RandomizedSearchCV.html
https://arxiv.org/abs/1703.02628
https://www.tensorflow.org/probability
https://github.com/google/vizier
dbo:
wikiPageWikiLink
dbr
:Embarrassingly_parallel
dbr
:Crossover_(genetic_algorithm)
dbr
:Fitness_function
dbr
:Genetic_programming
dbr
:Keras
dbr
:Automated_machine_learning
dbr
:Neural_Network_Intelligence
dbr
:Evolution_strategy
dbr
:Meta-optimization
dbr
:Dlib
dbr
:Evolution
dbr
:Cross-validation_(statistics)
dbr
:Spectral_method
dbr
:Implicit_function_theorem
dbr
:Machine_learning
dbr
:R_(programming_language)
dbr
:Automatic_differentiation
dbr
:Radial_basis_function
dbr
:Curse_of_dimensionality
dbr
:Semidefinite_programming
dbr
:Model_selection
dbr
:CMA-ES
dbr
:Cartesian_product
dbr
:Loss_function
dbr
:Scikit-learn
dbr
:Parameter
dbr
:Brute-force_search
dbr
:Caret
dbr
:Deep_learning
dbr
:Support_vector_machine
dbr
:Particle_swarm_optimization
dbr
:Bayesian_optimization
dbr
:Statistical_classification
dbr
:Mutation_(genetic_algorithm)
dbr
:Differential_evolution
dbr
:Evolutionary_algorithm
dbr
:XGBoost
dbr
:Neural_architecture_search
dbr
:Trust_region
dbr
:Radial_basis_function_kernel
dbr
:Self-tuning
dbc
:Mathematical_optimization
dbc
:Model_selection
dbc
:Machine_learning
dbr
:Hyperparameter_(machine_learning)
dbr
:PySpark
dbr
:Tree_of_Parzen_estimators
dbr
:Evolutionary_algorithms
dbr
:File:Hyperparameter_Optimization_using_Grid_Search.svg
dbr
:File:Hyperparameter_Optimization_using_Random_Search.svg
dbr
:File:Hyperparameter_Optimization_using_Tree-Structured_Parzen_Estimators.svg
dbp:
wikiPageUsesTemplate
dbt
:Differentiable_computing
dbt
:Main
dbt
:Reflist
dbt
:Short_description
dct:
subject
dbc
:Mathematical_optimization
dbc
:Model_selection
dbc
:Machine_learning
gold:
hypernym
dbr
:Problem
rdfs:
label
Hyperparameter optimization
(en)
Hyperparameteroptimierung
(de)
Оптимизация гиперпараметров
(ru)
Оптимізація гіперпараметрів
(uk)
owl:
sameAs
freebase
:Hyperparameter optimization
wikidata
:Hyperparameter optimization
dbpedia-de
:Hyperparameter optimization
dbpedia-ru
:Hyperparameter optimization
dbpedia-uk
:Hyperparameter optimization
dbpedia-global
:Hyperparameter optimization
prov:
wasDerivedFrom
wikipedia-en
:Hyperparameter_optimization?oldid=1309642531&ns=0
foaf:
depiction
wiki-commons
:Special:FilePath/Hyperparameter_Optimization_using_Grid_Search.svg
wiki-commons
:Special:FilePath/Hyperparameter_Optimization_using_Random_Search.svg
wiki-commons
:Special:FilePath/Hyperparameter_Optimi...Tree-Structured_Parzen_Estimators.svg
wiki-commons
:Special:FilePath/Successive-halving-fo...ary-hyperparameter-configurations.png
foaf:
isPrimaryTopicOf
wikipedia-en
:Hyperparameter_optimization
is
dbo:
wikiPageRedirects
of
dbr
:Grid_search
dbr
:Hyper-parameter_Optimization
dbr
:Hyperparameter_tuning
dbr
:List_of_open-source_hyperparameter_optimization_libraries
is
dbo:
wikiPageWikiLink
of
dbr
:Embarrassingly_parallel
dbr
:Automated_machine_learning
dbr
:Neural_Network_Intelligence
dbr
:Convolutional_neural_network
dbr
:List_of_numerical_analysis_topics
dbr
:Machine_learning
dbr
:Vowpal_Wabbit
dbr
:Fairness_(machine_learning)
dbr
:Feature_selection
dbr
:Elie_Bursztein
dbr
:Deep_learning
dbr
:Genetic_algorithm
dbr
:Bias–variance_tradeoff
dbr
:Kubeflow
dbr
:Dimensionality_reduction
dbr
:List_of_algorithms
dbr
:HPO
dbr
:K-nearest_neighbors_algorithm
dbr
:Manifold_regularization
dbr
:Neural_architecture_search
dbr
:Learning_rate
dbr
:Multitask_optimization
dbr
:Grid_search
dbr
:Hyper-parameter_Optimization
dbr
:Hyperparameter_tuning
dbr
:List_of_open-source_hyperparameter_optimization_libraries
is
rdfs:
seeAlso
of
dbr
:Optuna
is
foaf:
primaryTopic
of
wikipedia-en
:Hyperparameter_optimization
This content was extracted from
Wikipedia
and is licensed under the
Creative Commons Attribution-ShareAlike 4.0 International