{"library":"outerbounds","type":"library","category":null,"description":"Outerbounds is an opinionated distribution of Metaflow, designed to streamline machine learning workflows by providing pre-configured cloud infrastructure and a curated set of dependencies. It aims to reduce administrative overhead, allowing data scientists to focus more on model development. The current version is 0.12.28 and it follows a continuous release cadence, often aligning with Metaflow updates.","language":"python","status":"active","version":"0.12.28","tags":["data-science","machine-learning","mlops","workflow","orchestration","cloud","metaflow","aws","kubernetes"],"install":[{"cmd":"pip install outerbounds","imports":["from metaflow import FlowSpec","from metaflow import step","from metaflow import current","from metaflow import project"]}],"homepage":"https://outerbounds.com","github":null,"docs":"https://docs.metaflow.org","changelog":null,"pypi":"https://pypi.org/project/outerbounds/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":100,"avg_install_s":8.6,"avg_import_s":1.55,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/outerbounds/compatibility"},"provenance":{"verified_status":"passing","verified_at":"Sun Jun 28","last_verified":"Sun Jun 28","next_check":"Tue Jul 28","install_tag":null}}