{"library":"lifetimes","type":"library","category":null,"description":"Lifetimes is a Python library for measuring customer lifetime value (CLV) using probabilistic models. It provides implementations of various statistical models like BG/NBD, Pareto/NBD, and Gamma-Gamma, along with utilities for data preparation, fitting, and prediction. The current version is 0.11.3, and it has a moderate release cadence with several updates per year.","language":"python","status":"active","version":"0.11.3","tags":["customer lifetime value","clv","marketing analytics","probabilistic models","bayesian","customer retention"],"last_verified":"Mon May 25","install":[{"cmd":"pip install lifetimes","imports":["from lifetimes import BetaGeoFitter","from lifetimes import GammaGammaFitter","from lifetimes import ParetoNBDFitter","from lifetimes.utils import summary_data_from_transaction_data","from lifetimes.plotting import plot_period_transactions"]}],"homepage":null,"github":"https://github.com/CamDavidsonPilon/lifetimes","docs":null,"changelog":null,"pypi":"https://pypi.org/project/lifetimes/","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":3.2,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/lifetimes/compatibility"}}