Examples

Examples of how to use the mloptimizer library.

Quickstart example

Quickstart example

Evolution (logbook) graph

Evolution (logbook) graph

Search space graph

Search space graph

Regression Example

Regression Example

Logistic Regression Optimization

Logistic Regression Optimization

AdaBoost Optimization

AdaBoost Optimization

LightGBM Regressor Optimization

LightGBM Regressor Optimization

HistGradientBoosting Optimization

HistGradientBoosting Optimization

Linear Models Optimization

Linear Models Optimization

Neural Network (MLP) Optimization

Neural Network (MLP) Optimization

LightGBM Classifier Optimization

LightGBM Classifier Optimization

XGBoost optimization with MLflow tracking

XGBoost optimization with MLflow tracking

CatBoost optimization example

CatBoost optimization example

XGBoost - Genetic vs Grid Search vs Random Search vs Bayesian Optimization

XGBoost - Genetic vs Grid Search vs Random Search vs Bayesian Optimization