tensorflow — TensorFlow is an end-to-end open source platform for machine learning, providing a flexible ecosystem of tools and libraries for building and deploying ML-powered applications.

TensorFlow is an end-to-end open source platform for machine learning, providing a flexible ecosystem of tools and libraries for building and deploying ML-powered applications.

About this project

TensorFlow is a versatile machine learning framework originally developed by the Google Brain team. It is designed to support both researchers pushing the state-of-the-art in ML and developers building production-ready applications. Key capabilities include: - Stable APIs for Python and C++, with support for other languages. - Flexible installation options including pip packages, Docker containers, and building from source. - Hardware acceleration support for CUDA-enabled GPUs (Ubuntu and Windows), as well as DirectX and MacOS-metal via device plugins. - A comprehensive ecosystem including the TensorBoard visualization toolkit and a wide array of official models and examples. - Support for diverse deployment environments, including Linux, Windows, macOS, Android, and Raspberry Pi.