{"categories":[{"label":"Software Development","url":"https://skillfed.io/packages/category/software-development/6"},{"label":"Libraries","url":"https://skillfed.io/packages/category/software-development-libraries/4"},{"label":"Scientific/Engineering","url":"https://skillfed.io/packages/category/scientific-engineering/3"},{"label":"Python Modules","url":"https://skillfed.io/packages/category/software-development-libraries-python-modules/8"},{"label":"Artificial Intelligence","url":"https://skillfed.io/packages/category/scientific-engineering-artificial-intelligence/4"},{"label":"Mathematics","url":"https://skillfed.io/packages/category/scientific-engineering-mathematics/2"}],"enrichment":{"capability":"tf-nightly provides nightly builds of TensorFlow, an open-source framework for numerical computation and machine learning that runs on CPUs, GPUs, TPUs, and edge devices.","skillfed_tags":["machine-learning","gpu-accelerated","nightly-build"],"use_cases":["Prototyping new machine learning models and experimenting with unreleased features.","Training deep neural networks on GPU clusters for large-scale data processing.","Deploying inference pipelines to mobile, edge, or TPU devices with unified code.","Numerical computation and scientific research requiring flexible tensor operations.","Contributing to development or testing compatibility with upcoming releases."],"what_it_does":"tf-nightly is a nightly development build of TensorFlow, the machine learning framework originally developed by Google Brain. It provides cutting-edge features and bug fixes before they appear in stable releases, making it useful for researchers and developers who want early access to new functionality. The package includes support for distributed computation across CPUs, GPUs, TPUs, and edge devices, with a flexible architecture that abstracts away platform differences.\n\nThe framework comes with 20 runtime dependencies including numpy, keras-nightly, protobuf, grpcio, and h5py, which handle numerical operations, deep learning layers, serialization, and data I/O. Installation requires Python 3.10 or later and platform-specific wheels are provided for macOS ARM64, Linux x86_64/aarch64, and Windows. Because this is a nightly build updated frequently, it represents the development version rather than a stable release.","worth_installing":"Yes, with conditions. Install if you need early access to new features for research or development and can tolerate potential instability. Active maintenance, permissive Apache 2.0 license, and zero known vulnerabilities are positive signals. Avoid for production systems requiring stability\u2014use a stable release instead. Medium install friction (20 dependencies, platform-specific wheels) is manageable for most environments."},"id":"tf-nightly","links":{"html":"https://skillfed.io/packages/tf-nightly","md":"https://skillfed.io/packages/tf-nightly.md","pypi":"https://pypi.org/project/tf-nightly/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-08-09","license_spdx":null,"license_treatment":"permissive","name":"tf-nightly","python_support":"supports_current","summary":"TensorFlow is an open source machine learning framework for everyone."},"popularity":{"monthly_downloads":750954,"position":5158,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"2.22.0.dev20260809"}