{"categories":[{"label":"Software Development","url":"https://skillfed.io/packages/category/software-development/11"}],"enrichment":{"capability":"Provides type annotations and IDE autocompletion for boto3's MachineLearning service, enabling static type checking with mypy, pyright, and editor support in VSCode, PyCharm, Emacs, and Sublime Text.","skillfed_tags":["type-stubs","aws-sdk","ide-support"],"use_cases":["Enable IDE autocomplete and type hints when writing boto3 MachineLearning code in VSCode with Pylance or PyCharm.","Run mypy or pyright on your codebase to catch type errors in AWS API calls before deployment.","Use TYPE_CHECKING guards to include type annotations in development without adding a runtime dependency.","Reduce time spent reading AWS API documentation by relying on inline IDE hints and type signatures.","Integrate type checking into CI/CD pipelines to enforce type safety for MachineLearning service interactions."],"what_it_does":"This package is a type-stub library that adds static type information to boto3's MachineLearning service. It is generated automatically from boto3 1.43.0 using mypy-boto3-builder 8.12.0 and works as a development-time dependency\u2014you install it in your environment so that type checkers and IDEs can understand boto3 code, but it is not needed at runtime.\n\nWhen installed, it enables full IDE autocomplete, inline documentation, and static type checking for MachineLearning API calls in VSCode (with Pylance), PyCharm, Emacs, Sublime Text, and command-line tools like mypy and pyright. The package includes type annotations for clients, paginators, waiters, and service-specific type definitions, allowing you to catch type errors before runtime and write more maintainable AWS code.","worth_installing":"Yes. This is a lightweight, actively maintained type-stub package with no security vulnerabilities, permissive MIT licensing, and minimal install friction. Install it if you use boto3's MachineLearning service and want IDE autocomplete and static type checking. It is a development dependency only and does not affect production code. PyCharm users should monitor performance; if slowness occurs, boto3-stubs-lite is an alternative."},"id":"mypy-boto3-machinelearning","links":{"html":"https://skillfed.io/packages/mypy-boto3-machinelearning","md":"https://skillfed.io/packages/mypy-boto3-machinelearning.md","pypi":"https://pypi.org/project/mypy-boto3-machinelearning/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-04-29","license_spdx":"MIT","license_treatment":"permissive","name":"mypy-boto3-machinelearning","python_support":"supports_current","summary":"Type annotations for boto3 MachineLearning 1.43.0 service generated with mypy-boto3-builder 8.12.0"},"popularity":{"monthly_downloads":250917,"position":8613,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"1.43.0"}