TensorFlow is an open-source machine learning library developed by Google. It provides a wide range of tools for building and deploying machine learning models, including support for deep learning, computer vision, natural language processing, and more.
TensorFlow allows for building models using a variety of programming languages, including Python, C++, and Java. It also provides a high-level API, called Keras, that makes it easy to build and train models using a simplified syntax.
One of the key features of TensorFlow is its ability to perform computations on a variety of devices, including CPUs, GPUs, and TPUs (Tensor Processing Units). TensorFlow also provides a distributed computing framework, which allows for distributed training of models across multiple devices, and tools for deploying models to mobile devices, web browsers, and the cloud.
In addition to building and deploying models, TensorFlow also provides tools for monitoring and debugging models, visualizing model structure and performance, and deploying models to production.
Overall, TensorFlow is a powerful and widely used tool for machine learning, with a rich set of features and a large community of users and developers. It can be used for a wide variety of tasks, including image and language processing, time series analysis, and more.