{"library":"lmfit","type":"library","category":null,"description":"LMFit is a Python library providing a high-level interface for non-linear least-squares minimization and curve fitting. It extends and builds upon `scipy.optimize` by introducing `Parameter` objects, which simplify the process of defining, constraining, and managing fitting variables. Currently at version 1.3.4, `lmfit` maintains an active development cycle with regular releases addressing bug fixes, new features, and dependency updates.","language":"python","status":"active","version":"1.3.4","tags":["minimization","curve-fitting","least-squares","optimization","parameters","model-fitting","scientific-computing"],"install":[{"cmd":"pip install lmfit","imports":["from lmfit import Model","from lmfit import Parameters","from lmfit import minimize"]}],"homepage":"https://lmfit.github.io//lmfit-py/","github":null,"docs":"https://lmfit.github.io/lmfit-py/","changelog":"https://lmfit.github.io/lmfit-py/whatsnew.html","pypi":"https://pypi.org/project/lmfit/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":100,"avg_install_s":7.5,"avg_import_s":2.55,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/lmfit/compatibility"},"provenance":{"verified_status":"passing","verified_at":"Sun Jun 28","last_verified":"Sun Jun 28","next_check":"Tue Jul 28","install_tag":null}}