{"library":"reliability","type":"library","category":null,"description":"reliability is a Python library for reliability engineering and survival analysis, significantly extending `scipy.stats` functionality. It provides specialist tools for distribution fitting (including censored data and mixture models), survival analysis (Kaplan-Meier, Nelson-Aalen), reliability testing, and physics of failure. The library is actively maintained, with regular updates and improvements.","language":"python","status":"active","version":"0.9.0","tags":["reliability","engineering","survival analysis","statistics","data analysis","weibull","life data"],"install":[{"cmd":"pip install reliability","imports":["from reliability.Distributions import Weibull_Distribution","from reliability.Fitters import Fit_Weibull_2P","from reliability.Probability_plotting import plot_points"]}],"homepage":"https://reliability.readthedocs.io/en/latest/","github":"https://github.com/MatthewReid854/reliability","docs":"https://reliability.readthedocs.io/en/latest/","changelog":null,"pypi":"https://pypi.org/project/reliability/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":100,"avg_install_s":16.4,"avg_import_s":5.32,"wheel_type":"sdist"},"url":"https://checklist.day/v1/registry/reliability/compatibility"},"provenance":{"verified_status":"passing","verified_at":"Sun Jun 28","last_verified":"Sun Jun 28","next_check":"Tue Jul 28","install_tag":null}}