Automated Machine Learning (AutoML)
6 repos
Python libraries and frameworks that automate the machine learning pipeline—from feature engineering and algorithm selection to hyperparameter tuning and model ensembling. This cluster focuses on making machine learning more accessible by reducing the manual work required to build, validate, and deploy models. Central projects like AutoGluon, FLAML, and TPOT exemplify different approaches to automation, while supporting tools address feature engineering, model selection, and end-to-end workflow orchestration.
Python · 4
Jupyter Notebook · 2
data-science ·25,622
machine-learning ·25,622
automated-machine-learning ·23,656
python ·23,579
scikit-learn ·23,579
automl ·22,641
feature-engineering ·17,731
random-forest ·14,448
hyperparameter-optimization ·14,448
alzheimers ·10,052
