{"library":"better-optimize","type":"library","category":null,"description":"A drop-in replacement for scipy.optimize functions with quality-of-life improvements, such as automatic gradient computation via JAX, progress bars, and early stopping. Current version is 0.4.1, released in 2025. The project is under active development with monthly releases.","language":"python","status":"active","version":"0.4.1","tags":["optimization","JAX","scipy","drop-in","quality-of-life"],"install":[{"cmd":"pip install better-optimize","imports":["from better_optimize import minimize"]}],"homepage":null,"github":"https://github.com/jessegrabowski/better_optimize","docs":null,"changelog":null,"pypi":"https://pypi.org/project/better-optimize/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":100,"avg_install_s":11.5,"avg_import_s":3.33,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/better-optimize/compatibility"},"provenance":{"verified_status":"passing","verified_at":"Sun Jun 28","last_verified":"Sun Jun 28","next_check":"Tue Jul 28","install_tag":null}}