{"categories":[{"label":"Artificial Intelligence","url":"https://skillfed.io/packages/category/scientific-engineering-artificial-intelligence/10"}],"enrichment":{"capability":"Provides runtime support for Databricks AutoML, enabling automated machine learning model training and evaluation workflows within the Databricks platform.","skillfed_tags":["databricks-native","automl","model-training"],"use_cases":["Automate model selection and hyperparameter tuning within Databricks notebooks without manual experimentation","Generate baseline models quickly for classification or regression tasks on structured data in Databricks","Integrate AutoML workflows into Databricks jobs for scheduled, production model training","Reduce time-to-model for data scientists working in Databricks environments"],"what_it_does":"Databricks AutoML Runtime is a support package for Databricks' automated machine learning platform. It provides the runtime components needed to execute AutoML workflows\u2014model training, hyperparameter tuning, and evaluation\u2014within Databricks notebooks and jobs. The package has no external runtime dependencies, making it lightweight to install.\n\nThis is a platform-specific tool: it's designed to work within the Databricks ecosystem rather than as a standalone library. With steady adoption among Databricks users, it sees regular use, though its aging maintenance status suggests it is stable but not actively developed. The Apache 2.0 license permits unrestricted use in commercial and open-source contexts.","worth_installing":"Yes, if you are actively using Databricks and need automated model training. The low install friction, permissive license, and absence of external dependencies make it safe to add. The aging maintenance status means it is stable but not evolving; install it for established workflows, not as a foundation for new platform investments. No known security vulnerabilities."},"id":"databricks-automl-runtime","links":{"html":"https://skillfed.io/packages/databricks-automl-runtime","md":"https://skillfed.io/packages/databricks-automl-runtime.md","pypi":"https://pypi.org/project/databricks-automl-runtime/"},"maintenance":{"status":"aging"},"meta":{"latest_release":"2024-02-21","license_spdx":null,"license_treatment":"permissive","name":"databricks-automl-runtime","python_support":"unspecified","summary":"Databricks AutoML Runtime Package"},"popularity":{"monthly_downloads":92115,"position":13479,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"0.2.21"}