optimization 36 machine-learning 20 hyperparameter-optimization 15 tuning 14 hyperparameter-tuning 13 learning 12 machine 10 algorithm 10 bayesian-optimization 9 configuration 9 visualization 9 deep-learning 8 scikit-learn 8 machine learning 7 hyperparameter-search 6 hacktoberfest 6 ai 6 python 5 parameter 5 bayesian 5 sequential-recommendation 5 scientific-visualization 5 scientific-computing 5 binder 5 bayesopt 5 optuna 5 sklearn 5 evaluation 5 hyperopt 5 empirical 5 ml 4 selection 4 analysis 4 black 4 model 4 box 4 search 3 deep learning 3 distributed-systems 3 distributed-computing 3 google 3 global 3 smac 3 keras 3 plot 3 bayesian optimization 2 logging 2 blackbox 2 framework 2 blackbox-optimization 2 xgboost 2 evolutionary-algorithms 2 grpc 2 open-source 2 tuning-parameters 2 vizier 2 hyperparameter optimization 2 variance 2 tensorflow 2 tune 2 samplers 2 optimisation 2 parallel coordinates 2 tuner 2 deep 2 dataclass 2 command-line 2 parallel-coordinates 2 parameter tuning 1 annealing 1 genetic-algorithm 1 simulated 1 slurm-job-scheduler 1 CV 1 evolutionary-algorithm 1 particle-swarm-optimization 1 hyperopt-wrapper 1 accuracy 1 auc 1 slurm-cluster 1 docker 1 config 1 gridsearch 1 pydantic 1 metadata 1 automation 1 features 1 ML 1 proximal-gradient-descent 1 proximal 1 gradient 1 descent 1 auto-sizing 1 trading-systems 1 trading 1 technical-indicators 1 contour 1 snn 1 fairness 1 easy-to-use 1