vizier

Open Source Vizier is a Python-based tool designed for black-box optimization, facilitating hyperparameter tuning and research within scalable environments. It offers a robust client-server architecture, a user-friendly API for optimizing objectives, and advanced features for integrating with TensorFlow Probability and PyGlove to support Bayesian optimization and evolutionary algorithms. Notable functionalities include a multi-client setup for distributed optimization and a benchmarking API to evaluate different algorithms.