{"categories":[{"label":"Quality Assurance","url":"https://skillfed.io/packages/category/software-development-quality-assurance/2"}],"enrichment":{"capability":"Provides type hints for TensorFlow 2.18.0, enabling static type checkers to validate code that uses TensorFlow without requiring the full TensorFlow package to be installed.","skillfed_tags":["type-stubs","static-typing"],"use_cases":["Enable mypy or pyright to type-check TensorFlow code in CI/CD without installing the full TensorFlow package.","Get IDE autocompletion and hover documentation for TensorFlow APIs in editors that support type stubs.","Validate TensorFlow function signatures and argument types during development without runtime overhead.","Support type-aware refactoring tools that rely on accurate type information for TensorFlow modules."],"what_it_does":"types-tensorflow is a type stub package that provides type annotations for TensorFlow 2.18.0. It allows static type checkers like mypy, pyright, and ty to understand and validate TensorFlow code without requiring TensorFlow itself to be installed during type checking. The stubs are partially generated from TensorFlow's protobuf definitions using mypy-protobuf and tested against multiple type checkers.\n\nThe package is part of the typeshed project and marked as partial, meaning some annotations may be incomplete. It depends on numpy, types-protobuf, and requests\u2014lightweight dependencies that support the type information layer. Use it when you want IDE autocompletion and static type validation for TensorFlow code in your editor or CI pipeline.","worth_installing":"Yes, if you use a static type checker with TensorFlow code. Install it as a dev dependency to enable type validation and IDE support. The low install friction, active maintenance, permissive license, and zero known vulnerabilities make it a safe choice. Be aware it is a partial stub package\u2014some annotations may be missing, and it targets TensorFlow 2.18.0 specifically."},"id":"types-tensorflow","links":{"html":"https://skillfed.io/packages/types-tensorflow","md":"https://skillfed.io/packages/types-tensorflow.md","pypi":"https://pypi.org/project/types-tensorflow/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-07-30","license_spdx":"Apache-2.0","license_treatment":"permissive","name":"types-tensorflow","python_support":"supports_current","summary":"Typing stubs for tensorflow"},"popularity":{"monthly_downloads":407574,"position":6886,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"2.18.0.20260730"}