Hyperparameter optimization for Neural Networks — NeuPyHyperparameter optimization for Neural Networks Contents Hyperparameter optimization for Neural Networks Introduction Hyperparameter optimization Grid Search Random Search Hand-tuning Bayesian Optimization Gaussian Process Acquisition Function Find number of hidden units Disadvantages of GP with EI Tree-structured Parzen Estimators (TPE) Overview Hyperparameter optimization for MNIST dataset Disad
