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About:
Hyperparameter optimization
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Choosing a set of optimal hyperparameters for a learning algorithm
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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)
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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://indiesolver.com
https://sigopt.com
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://cloud.google.com/ml-engine/docs/tensorflow/using-hyperparameter-tuning
https://aws.amazon.com/sagemaker/
https://scikit-learn.org/stable/modules/generated/sklearn.model_selection.RandomizedSearchCV.html
https://mindfoundry.ai/OPTaaS
https://arxiv.org/abs/1703.02628
https://github.com/google/vizier
https://www.tensorflow.org/probability
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Hyperparameter optimization
(en)
Hyperparameteroptimierung
(de)
Оптимизация гиперпараметров
(ru)
Оптимізація гіперпараметрів
(uk)
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