FLAML: A Fast Library for Automated Machine Learning and Tuning

FLAML (Fast Library for Automated Machine Learning) is an open-source Python library developed by Microsoft for efficient automation of machine learning and AI operations. It streamlines tasks such as model selection and hyperparameter optimization, and supports a wide range of models including classical machine learning algorithms, deep neural networks, and large language models. Currently at version 2.5.0, FLAML maintains an active development cycle, regularly releasing updates that include expanded Python version compatibility (e.g., Python 3.13 support), performance enhancements, and comprehensive documentation improvements.