Q21447895

TensorFlow is a software library for machine learning and artificial intelligence. It can be used across a range of tasks, but is used mainly for training and inference of neural networks. It is one of the most popular deep learning frameworks, alongside others such as PyTorch. It is free and open-source software released under the Apache License 2.0.

Key facts

Software.name: TensorFlow
Software.logo: TensorFlow logo.svg
Software.developer: Google Brain Team
Software.latest release version: 2.20.0
Software.programming language: Python, C++, CUDA
Software.platform: Linux, macOS, Windows, Android, JavaScript
Software.genre: Machine learning library
Software.license: Apache 2.0

via Wikipedia infobox

Source code

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Link to the source-code README · 9,787 chars · not written by Vinony

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Encyclopedic overview

36 sections

Contents

History
DistBelief
TensorFlow
Tensor processing unit (TPU)
Edge TPU
TensorFlow Lite
TensorFlow 2.0
Features
AutoDifferentiation
Eager execution
Distribute
Losses
Metrics
TF.nn
Optimizers
Usage and extensions
TensorFlow
TensorFlow.js
LiteRT
TFX
Integrations
Numpy
Extensions
Google Colab
Google JAX
Applications
Medical
Social media
Search Engine
Education
Retail
Research
See also
References
Further reading
External links

It was developed by the Google Brain team for Google's internal use in research and production. The initial version was released under the Apache License 2.0 in 2015. Google released an updated version, TensorFlow 2.0, in September 2019.

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