TensorFlow is a symbolic math library for machine learning operations. Originally created by Google Brain for internal company use, it is now an open-source platform with regular updates and extensive use.
TensorFlow can conduct tasks such as recognizing places in photos, providing accurate search results, accurately identifying voices, and offering on-point translations.
Although it has been mainly used for Google applications in the past, TensorFlow has been adapted for a wide range of usage since it became an open source platform. It enables teams and individuals to develop their own smart applications and enjoy their intelligent results based on cognitive foundations.
TensorFlow version 1.0 was released in February 2017, bringing with it a host of new and advanced features. Thanks to the Google team behind the platform, as well as the dozens of contributors helping build it, users and developers around the world can enjoy the latest innovations in cognitive reasoning and machine learning.
TensorFlow can works best on GPUs but is capable of drawing power from the CPUs of computers without dedicated graphics processors. This enables programmers and developers with limited resources to still create projects using the platform.
Additionally, TensorFlow runs on mobile devices via Android and iOS. This means developers always on the move or those who wish to create models for mobile use can do so with ease.
TensorFlow recently introduced eager execution. This feature makes debugging a simplified process as well as enables the ease of building and training dynamic graphs. On top of those benefits, users can instantly inspect and debug their graphs and use Python control flow within the platform’s APIs.
TensorFlow is backed by a broad ecosystem that boasts numerous tools and software libraries that assist developers in working efficaciously. An example is the TensorBoard, a host of web applications that can be used to drill down on graph subsections and inspect their details.
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There are no enterprise pricing plans.
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There are no enterprise pricing plans.
TensorFlow provides developers access to APIs in different programming languages for easy integration with projects.
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