Hyperparameter Optimization

concepts · 3 notes linked

Related: Kaggle · Xgboost · Scikit Learn · Ensemble Learning · Gradient Boosting · Erdc · Ampl · Automated Machine Learning

Notes

• 6 Tricks I Learned From The OTTO Kaggle Challenge — Practical Kaggle competition tricks for ensembling and hyperparameter search
• GitHub - erdc/ampl: Automated Machine-learning PipeLine — ERDC automated ML pipeline for novice and expert users
• GitHub - hyperopt/hyperopt: Distributed Asynchronous Hyperparameter Optimization in Python — Python library for serial and parallel hyperparameter search over complex spaces