🧠Automated Machine Learning (AutoML) & Training Frameworks
- AutoGluon (
autogluon/autogluon): An open-source AutoML framework developed by Amazon Web Services (AWS) Research. It enables robust text, image, and tabular data science modeling by automatically ensembling multiple model types together.
👉 autogluon/autogluon GitHub Repository - Optuna (
optuna/optuna): An innovative, hyperparameter optimization framework developed by Preferred Networks. It implements advanced academic search algorithms (like Tree-structured Parzen Estimators) to efficiently discover optimal machine learning configurations.
👉 optuna/optuna GitHub Repository