machine learning 4 artificial intelligence 4 Robust optimization 4 Computational intelligence 4 local optimization 4 global optimization 4 search algorithm 4 parameter search 4 generalization 4 automl 4 model selection 4 Open-source Machine Learning 3 Model Wrapping 3 Gradient Descent Optimization 3 optimization algorithms 3 PyTorch 3 Benchmarking 3 Regression 3 Classification 3 Supervised Learning 3 mealpy 3 classification 3 regression 3 scikit-learn 3 Model Training 2 Cross-validation 2 machine-learning 2 Neural Network 2 gradient-free optimization 2 swarm-based computation 2 nature-inspired computing 2 metaheuristic algorithms 2 Whale Optimization Algorithm (WOA) 2 Grey wolf optimizer (GWO) 2 Simulated annealing 2 Differential evolution (DE) 2 Ant colony optimization (ACO) 2 Particle swarm optimization (PSO) 2 Cross-validationGenetic algorithm (GA) 2 nature-inspired algorithms 2 Model Interpretability 2 metaheuristic optimization 2 metaheuristics 2 Python Framework 2 bayesian-optimization 1 decision-tree 1 adaboost 1 supervised learning 1 hyperparameter search 1 gridsearchcv 1 hyperparameter-optimization 1 hyperparameter-tuning 1 knn 1 metaheuristic-search 1 nature-inspired-algorithms 1 random-forest 1 randomized-search 1 Learning Vector Quantization 1 neural-network 1 particle-swarm-optimization 1 wavelet-based-net 1 wavelet-layer 1 wavelet-neural-network 1 wavelet-transform 1 wavelets 1 whale-optimization-algorithm 1 wnn 1 hyperparameter tuning 1 hyperparameter optimization 1 neural networks 1 sklearn 1 grid search 1 random search 1 Bayesian optimization 1 planning 1 resource allocation 1 assignment 1 decision support 1 open source 1 Python 1 branch-and-bound 1 client-library 1 constraint-programming 1 constraint-satisfaction-and-optimization 1 constraint-satisfaction-problem 1 csp 1 csp-solver 1 decision-making 1 deep-first-search 1 modeling 1 modelling 1 modelling-framework 1 operational-research 1 python 1 search-engine-optimization 1 solver-algorithm 1 scikit-compatible 1 svm 1 xgboost 1 optimization 1