by GCBC Ventures | Aug 26, 2020 | Machine Learning
Hyperparameter Search With GPyOpt: Part 1 – Scikit-learn Classification and Ensembling Hyperparameter Search With GPyOpt: Part 2 – XGBoost Classification and Ensembling GPyOpt Python Package Using GPyOpt Best Result and Ensembling Results 1. GPyOpt Python Package...
by GCBC Ventures | Feb 19, 2020 | Machine Learning
Hyperparameter Search With Optuna: Part 1 – Scikit-learn Classification and Ensembling Hyperparameter Search With Optuna: Part 2 – XGBoost Classification and Ensembling Introduction Using Optuna With Keras Results Code 1. Introduction In this article, we use the...
by GCBC Ventures | Feb 10, 2020 | Machine Learning
Introduction Using Bayesian Optimization Ensembling and Results Code 1. Introduction In this article we use the Bayesian Optimization (BO) package to determine hyperparameters for a 2D convolutional neural network classifier with Keras. 2. Using Bayesian Optimization...
by GCBC Ventures | Jan 12, 2020 | Cheminformatics, Machine Learning
Previous articles in this series: Prediction of Small Molecule Lipophilicity: Part 1 – Data Exploration Prediction of Small Molecule Lipophilicity: Part 2 – TPOT (Tree-based Pipeline Optimization Tool) With Morgan (Circular) Fingerprints Prediction of Small Molecule...
by GCBC Ventures | Jan 7, 2020 | Cheminformatics, Machine Learning
Previous articles in this series: Prediction of Small Molecule Lipophilicity: Part 1 – Data Exploration Prediction of Small Molecule Lipophilicity: Part 2 – TPOT (Tree-based Pipeline Optimization Tool) With Morgan (Circular) Fingerprints Prediction of Small Molecule...
