{"categories":[{"label":"Quality Assurance","url":"https://skillfed.io/packages/category/software-development-quality-assurance"}],"enrichment":{"capability":"Provides preconfigured rule definitions and configuration helpers for Amazon SageMaker Debugger, allowing you to apply built-in monitoring rules to training jobs without manual setup.","skillfed_tags":["sagemaker","model-debugging","abandoned"],"use_cases":["Configure built-in SageMaker Debugger rules for a training job without writing rule JSON manually.","Retrieve preset rule configurations for common monitoring scenarios (e.g., loss tracking, gradient anomalies).","Integrate rule definitions into a SageMaker training pipeline using the Python SDK."],"what_it_does":"smdebug-rulesconfig is a configuration helper library for Amazon SageMaker Debugger that bundles predefined monitoring rules you can apply to SageMaker training jobs. It lets you reference built-in rules by name and customize their settings without having to understand the underlying rule mechanics or JSON schema. The package was designed as a companion to the Amazon SageMaker Python SDK and can also be used as a standalone rule configuration retriever.\n\nThe library has been abandoned since late 2020 and receives no active maintenance. Its last commit was in December 2022, but no new releases have been published since December 2020. If you are starting a new project with SageMaker Debugger, you should verify whether this functionality has been integrated into the main SageMaker SDK or replaced by a newer approach.","worth_installing":"No, unless you are maintaining legacy code that already depends on this package. The project is abandoned (last commit 2022-12-09, no releases since 2020-12-18), and its functionality may have been absorbed into the SageMaker Python SDK. For new projects, use the SageMaker SDK directly or verify current best practices for SageMaker Debugger rule configuration."},"id":"smdebug-rulesconfig","links":{"html":"https://skillfed.io/packages/smdebug-rulesconfig","md":"https://skillfed.io/packages/smdebug-rulesconfig.md","pypi":"https://pypi.org/project/smdebug-rulesconfig/"},"maintenance":{"status":"abandoned"},"meta":{"latest_release":"2020-12-18","license_spdx":null,"license_treatment":"permissive","name":"smdebug-rulesconfig","python_support":"supports_current","summary":"SMDebug RulesConfig"},"popularity":{"monthly_downloads":17506491,"position":1117,"tier":"top_5000"},"security":{"n_vulnerabilities":0},"version":"1.0.1"}