TensorFlow

Concept and definition

TensorFlow

What is TensorFlow?

TensorFlow is an open source software library for neural network programming and machine learning. It was developed by Google Brain Team and was released to the public in 2015.

TensorFlow enables developers to build deep learning models efficiently, using a flexible graph-based architecture that can run on a variety of platforms, such as CPU, GPU and TPU. The library provides a wide range of tools and techniques for data preprocessing, model creation and training, performance evaluation, and production deployment.

TensorFlow is used in a wide variety of machine learning applications, such as natural language processing, speech and image recognition, data classification and segmentation, among others. In addition, TensorFlow has a community of active users and developers who contribute to the development and improvement of the library, making it a powerful and constantly evolving tool for building machine learning models.

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