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lines changed Original file line number Diff line number Diff line change @@ -443,6 +443,7 @@ Optometrist algorithm - [paper](https://www.nature.com/articles/s41598-017-06645
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#### Hyperparameter Tuning
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[ sklearn] ( https://scikit-learn.org/stable/index.html ) - [ GridSearchCV] ( https://scikit-learn.org/stable/modules/generated/sklearn.model_selection.GridSearchCV.html ) , [ RandomizedSearchCV] ( https://scikit-learn.org/stable/modules/generated/sklearn.model_selection.RandomizedSearchCV.html ) .
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+ [ sklearn-deap] ( https://github.com/rsteca/sklearn-deap ) - Hyperparameter search using genetic algorithms.
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[ hyperopt] ( https://github.com/hyperopt/hyperopt ) - Hyperparameter optimization.
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[ hyperopt-sklearn] ( https://github.com/hyperopt/hyperopt-sklearn ) - Hyperopt + sklearn.
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[ optuna] ( https://github.com/pfnet/optuna ) - Hyperparamter optimization, [ Talk] ( https://www.youtube.com/watch?v=tcrcLRopTX0 ) .
@@ -452,6 +453,7 @@ Optometrist algorithm - [paper](https://www.nature.com/articles/s41598-017-06645
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[ bbopt] ( https://github.com/evhub/bbopt ) - Black box hyperparameter optimization.
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[ dragonfly] ( https://github.com/dragonfly/dragonfly ) - Scalable Bayesian optimisation.
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#### Incremental Learning, Online Learning
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sklearn - [ PassiveAggressiveClassifier] ( https://scikit-learn.org/stable/modules/generated/sklearn.linear_model.PassiveAggressiveClassifier.html ) , [ PassiveAggressiveRegressor] ( https://scikit-learn.org/stable/modules/generated/sklearn.linear_model.PassiveAggressiveRegressor.html ) .
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[ creme-ml] ( https://github.com/creme-ml/creme ) - Incremental learning framework.
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