{"categories":[{"label":"Python Modules","url":"https://skillfed.io/packages/category/software-development-libraries-python-modules/9"},{"label":"User Interfaces","url":"https://skillfed.io/packages/category/software-development-user-interfaces"}],"enrichment":{"capability":"Provides Python bindings to macOS's LatentSemanticMapping framework for classifying text and token-based content into developer-defined categories.","skillfed_tags":["macos-only","objective-c-bridge","text-classification"],"use_cases":["Build text classification systems on macOS that leverage native framework APIs without reimplementing semantic analysis.","Integrate macOS-native text categorization into Python applications that need to run on Apple platforms.","Prototype semantic text analysis workflows using Python while accessing low-level macOS framework capabilities.","Develop cross-language applications that bridge Python logic with Objective-C framework functionality on macOS."],"what_it_does":"This package wraps Apple's LatentSemanticMapping framework for use in Python, enabling text and token-based content classification into custom categories on macOS. It is part of the PyObjC project, which bridges Objective-C frameworks to Python, and requires both pyobjc-core and pyobjc-framework-Cocoa as runtime dependencies.\n\nThe package is production-stable and actively maintained, supporting Python 3.10 through 3.15. However, the underlying macOS framework has minimal Apple documentation, which significantly limits practical usability. Users will need to consult both PyObjC's translation documentation and Apple's sparse framework guides to implement classification workflows effectively.","worth_installing":"Yes, if you are developing on macOS and need to classify text using the native LatentSemanticMapping framework from Python. The package is actively maintained, has no known vulnerabilities, and installs with low friction. However, be aware that Apple's minimal documentation for the underlying framework makes practical implementation challenging\u2014you will need to invest time in understanding both PyObjC's translation layer and Apple's sparse framework documentation before productive use."},"id":"pyobjc-framework-latentsemanticmapping","links":{"html":"https://skillfed.io/packages/pyobjc-framework-latentsemanticmapping","md":"https://skillfed.io/packages/pyobjc-framework-latentsemanticmapping.md","pypi":"https://pypi.org/project/pyobjc-framework-latentsemanticmapping/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-08-11","license_spdx":null,"license_treatment":"permissive","name":"pyobjc-framework-LatentSemanticMapping","python_support":"supports_current","summary":"Wrappers for the framework LatentSemanticMapping on macOS"},"popularity":{"monthly_downloads":656410,"position":5493,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"12.2.2"}