TensorFlow

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History

Proprietary Neural networks Alphabet Jeff Dean Refactor

43 related topics

Features

AutoDifferentiation Distributed computing Loss functions Cost functions Mean squared error

17 related topics

Applications

GE Healthcare MRIs Sinovation Ventures Optical coherence tomography Twitter

10 related topics

Keras API C#Haskell Julia

13 related topics

Key facts & relationships

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Developer: Google Brain Team
License: Apache 2.0
Platform: Linux, macOS, Windows, Android, JavaScript
Release: November 9, 2015; 10 years ago (2015-11-09)
Repository: github.com/tensorflow/tensorflow
Stable release: 2.21.0 / March 6, 2026; 5 months ago (2026-03-06)

Topics to explore

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Overview

Software library Library (computing)
Machine learning
Artificial intelligence
Training Types of artificial neural networks
Inference Statistical inference
Neural networks Neural network (machine learning)
Deep learning
PyTorch
Free and open-source software
Apache License 2.0
Google Brain
Google
Python Python (programming language)
JavaScript
C++
Java Java (programming language)
NumPy
Collaboratory Google Colab
Jupyter notebook
Google Drive
Google JAX
Framework Software framework

History

Proprietary Proprietary software
Neural networks Artificial neural network
Alphabet Alphabet Inc.
Jeff Dean Jeff Dean (computer scientist)
Refactor Code refactoring
Geoffrey Hinton
Backpropagation
Neural networks Neural network
Speech recognition
Reference implementation
CPUs Central processing unit
GPUs GPU
CUDA
SYCL
General-purpose computing on graphics processing units
Linux
MacOS
Windows
Android Android (operating system)
IOS
Tensor processing unit
Edge devices Edge device
Stateful State (computer science)
Dataflow Dataflow programming
Graphs Directed graph
Tensors Tensor (machine learning)
Google I/O Conference Google I/O
GitHub
ASIC Application-specific integrated circuit
AI accelerator AI accelerator (computer hardware)

TensorFlow

Keras
API
C# C Sharp (programming language)
Haskell
Julia Julia (programming language)
MATLAB
Object Pascal
Scala Scala (programming language)
Rust Rust (programming language)
OCaml
Crystal Crystal (programming language)
Go Go (programming language)
Swift Swift (programming language)

Features

AutoDifferentiation Automatic differentiation
Distributed computing
Loss functions Loss function
Cost functions Mathematical optimization
Mean squared error
Binary cross entropy Cross entropy
Precision, Recall Precision and recall
Intersection-over-Union Jaccard index
Convolutions Convolutional neural network
Activation functions Activation function
Softmax Softmax function
RELU Rectifier (neural networks)
Sigmoid Sigmoid function
Max-pooling Max pooling
ADAM Adam (optimization algorithm)
ADAGRAD
Stochastic Gradient Descent

Usage and extensions

Applications

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Map overview Semantic statistics

TensorFlow

Nodes115

Edges114

Triples182

Avg. degree1.98

Density0.017391

Components1

How this topic connects Entity context

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TensorFlow

Top relations

related to TensorFlow · 34

TensorFlow → Android, API, APIs, Bindings, CPUs, Crystal, CUDA, February, Go, Google Brain's, GPUs, Haskell, In, Its, Java, JavaScript, Julia, Keras, Linux, MATLAB

related to TensorFlow Lite · 15

TensorFlow → Android, ARM's, Compute Shaders, Google, GPU, In January, In May, It, LiteRT, Metal Compute Shaders, Microcontrollers, November, OpenGL ES, TensorFlow Lite, TensorFlow Lite Micro

related to DistBelief · 9

TensorFlow → Alphabet, DistBelief, Geoffrey Hinton, Google, Google Brain, In, Its, Jeff Dean, Starting

related to Tensor processing unit (TPU) · 9

TensorFlow → AI, ASIC, Google, Google Compute Engine, In May, Tensor, The, TPU, TPUs

related to Extensions · 8

TensorFlow → For, Other, TensorFlow Decision Forests, TensorFlow Graphics, TensorFlow Model Optimization, TensorFlow Probability, TensorFlow Quantum, TensorFlow Recommenders

related to TensorFlow 2.0 · 8

TensorFlow → As TensorFlow's, Chainer, Define-by-Run, GPU, Other, PyTorch, September, TensorFlow Team

related to Metrics · 7

TensorFlow → API, Examples, In, Intersection-over-Union, IoU, Precision, Recall

related to Edge TPU · 6

TensorFlow → ASIC, Edge TPU, Google's, In July, ML, TensorFlow Lite

related to LiteRT · 6

TensorFlow → APIs, FlatBuffers, LiteRT, Protocol Buffers, TensorFlow Lite, These

related to Medical · 6

TensorFlow → DermAssist, GE Healthcare, Google, MRIs, OCT, Sinovation Ventures

Important terminology Word statistics

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Important terminology

google learning machine used models announced also training released javascript devices data performance 2019 version libraries library platform operations model

Entity relationships Subject–Predicate–Object triples

Subject	Predicate	Object	Confidence	Src
TensorFlow	Developer	Google Brain Team	1.00	infobox
TensorFlow	License	Apache 2.0	1.00	infobox
TensorFlow	Platform	Linux, macOS, Windows, Android, JavaScript	1.00	infobox
TensorFlow	Release	November 9, 2015; 10 years ago (2015-11-09)	1.00	infobox
TensorFlow	Repository	github.com/tensorflow/tensorflow	1.00	infobox
TensorFlow	Stable release	2.21.0 / March 6, 2026; 5 months ago (2026-03-06)	1.00	infobox
TensorFlow	Type	Machine learning library	1.00	infobox
TensorFlow	Website	tensorflow.org	1.00	infobox
TensorFlow	Written in	Python, C++, CUDA	1.00	infobox
TensorFlow	is a	software library for machine learning and artificial intelligence	0.90	text
PyTorch	instance of	alongside others	0.80	text
smartphones known as edge computing.TensorFlow LiteIn May 2017	instance of	models on small client computing devices	0.80	text

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