TensorFlow

E17662

TensorFlow is an open-source, end-to-end machine learning and deep learning framework widely used for building, training, and deploying neural network models at scale.

All labels observed (10)

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Statements (60)

Predicate Object
instanceOf deep learning framework
machine learning framework
open-source software
backedBy Google
developer Google
Google Brain
surface form: Google Brain team
feature automatic differentiation
distributed training
model serving APIs
saved model format
visualization with TensorBoard
hasComponent Keras
TF-Agents
TensorBoard
TensorFlow self-linksurface differs
surface form: TensorFlow Core

TensorFlow Extended
TensorFlow Hub
TensorFlow self-linksurface differs
surface form: TensorFlow Lite

TensorFlow.js
initialReleaseDate 2015-11-09
license Apache License 2.0
maintainer TensorFlow self-linksurface differs
surface form: TensorFlow team
predecessor DistBelief
programmingLanguage C++
NVIDIA CUDA
surface form: CUDA

JavaScript
Python
repository https://github.com/tensorflow/tensorflow
supportsDeployment cloud platforms
edge devices
mobile devices
web browsers
supportsHardware CPU
GPU
TPU
supportsLanguage C++
Go
Java
JavaScript
Python
supportsModelType autoencoders
convolutional neural networks
generative adversarial networks
recurrent neural networks
transformer models
supportsParadigm dataflow graphs
eager execution
supportsPlatform Android
Linux
Windows
iOS
macOS
useCase computer vision
deep learning research
natural language processing
neural network training
production model deployment
reinforcement learning
time series forecasting
website https://www.tensorflow.org

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Referenced by (64)

Full triples — surface form annotated when it differs from this entity's canonical label.

Python machineLearningLibrary TensorFlow
Google Brain productDeveloped TensorFlow
OpenAI Gym compatibleWith TensorFlow
NumPy influenced TensorFlow
TensorFlow hasComponent TensorFlow self-linksurface differs
this entity surface form: TensorFlow Core
TensorFlow hasComponent TensorFlow self-linksurface differs
this entity surface form: TensorFlow Lite
TensorFlow maintainer TensorFlow self-linksurface differs
this entity surface form: TensorFlow team
OpenAI Baselines dependsOn TensorFlow
GPT-2 framework TensorFlow
Keras supportsBackend TensorFlow
Keras primaryBackend TensorFlow
Keras integratedInto TensorFlow
Keras partOf TensorFlow
this entity surface form: TensorFlow 2.x core API
NVIDIA DGX supports TensorFlow
Jeff Dean notableWork TensorFlow
Rajat Monga developed TensorFlow
Rajat Monga coCreatorOf TensorFlow
Jeffrey Dean knownFor TensorFlow
Jeffrey Dean workedOn TensorFlow
this entity surface form: TensorFlow machine learning framework
Jeffrey Dean coAuthorOf TensorFlow
this entity surface form: TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems
VGG implementedIn TensorFlow
ResNet implementationAvailableIn TensorFlow
Swift for TensorFlow developedBy TensorFlow
this entity surface form: TensorFlow team
Swift for TensorFlow relatedTo TensorFlow
TPU supportsFramework TensorFlow
TensorFlow.js basedOn TensorFlow
TensorFlow.js partOf TensorFlow
this entity surface form: TensorFlow ecosystem
TensorBoard developedFor TensorFlow
TF-Agents basedOn TensorFlow
TF-Agents supports TensorFlow
this entity surface form: TensorFlow 2
TensorFlow Hub compatibleWith TensorFlow
TensorFlow Hub supportsFramework TensorFlow
this entity surface form: TensorFlow 2.x
TensorFlow Hub maintainer TensorFlow
this entity surface form: TensorFlow team
DistBelief inspired TensorFlow
DistBelief predecessorOf TensorFlow
DistBelief successor TensorFlow
Vertex AI supports TensorFlow
Theano influenced TensorFlow
RLlib supportsFramework TensorFlow
Gymnasium compatibleWith TensorFlow
Transformer implementedIn TensorFlow
TensorFlow Extended basedOn TensorFlow
RMSProp implementedIn TensorFlow
Gaudi compatibleWith TensorFlow
Adam optimizer implementedIn TensorFlow