{"library":"ax-platform","type":"library","category":null,"description":"Ax is an open-source Python library for adaptive experimentation, a technique that uses machine learning to efficiently tune parameters in complex systems. It supports Bayesian optimization and bandit optimization strategies, powered by BoTorch and PyTorch. The library is actively maintained, with a typical release cadence of minor versions every few months, and the current version is 1.2.4.","language":"python","status":"active","version":"1.2.4","tags":["optimization","bayesian optimization","experimentation","machine learning","hyperparameter tuning","adaptive design"],"last_verified":"Sun May 24","install":[{"cmd":"pip install ax-platform","imports":["from ax import Client","from ax.api.client import Client","from ax import RangeParameterConfig"]},{"cmd":"pip install \"ax-platform[notebook]\"","imports":[]},{"cmd":"pip install \"ax-platform[mysql]\"","imports":[]}],"homepage":"https://ax.dev/","github":"https://github.com/facebook/Ax","docs":null,"changelog":null,"pypi":"https://pypi.org/project/ax-platform/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":10,"avg_install_s":89,"avg_import_s":18.95,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/ax-platform/compatibility"}}