TensorFlow

About

TensorFlow is a widely-used, open-source software library for machine learning and artificial intelligence. Developed by the Google Brain team, it was initially released in November 2015 for internal use before being made publicly available. TensorFlow supports a range of tasks, primarily focusing on training and inference of neural networks. It offers tools for building, deploying, and training machine learning models, making it a powerful suite for data scientists and developers. TensorFlow's key features include its ability to work across multiple platforms (CPUs, GPUs, TPUs) and its compatibility with various programming languages such as Python and JavaScript. It includes high-level APIs like Keras for model creation and TensorBoard for model visualization. TensorFlow Lite allows deployment on mobile and embedded devices. Its open-source nature and active community ensure continuous updates and improvements, making it a leading choice in industries like healthcare, finance, and autonomous vehicles.