Microsoft Cognitive Toolkit

E99361

deep learning framework machine learning library neural network library open-source software

Microsoft Cognitive Toolkit (CNTK) is an open-source deep learning framework developed by Microsoft for building, training, and deploying neural networks at scale.

Jump to: Surface forms Statements Referenced by

Observed surface forms (1)

Surface form	Occurrences
CNTK	1

Statements (53)

Predicate	Object
instanceOf	deep learning framework ⓘ machine learning library ⓘ neural network library ⓘ open-source software ⓘ
developer	Microsoft ⓘ Microsoft Research Cambridge ⓘ surface form: Microsoft Research
hasAbbreviation	Microsoft Cognitive Toolkit self-linksurface differs ⓘ surface form: CNTK
hasComponent	BrainScript modeling language ⓘ
hasDocumentation	online documentation ⓘ
isOpenSource	true ⓘ
license	MIT License NERFINISHED ⓘ
optimizedFor	large-scale distributed training ⓘ
programmingLanguage	.NET Framework ⓘ surface form: .NET C++ ⓘ Python ⓘ
repositoryPlatform	GitHub ⓘ
supportsDataFormat	Minibatch data format ⓘ
supportsFeature	GPU acceleration ⓘ automatic differentiation ⓘ computer vision models ⓘ data parallelism ⓘ distributed training ⓘ model parallelism ⓘ multi-GPU training ⓘ sequence modeling ⓘ sparse data handling ⓘ speech recognition models ⓘ text and NLP models ⓘ
supportsHardware	GPU ⓘ surface form: NVIDIA GPU
supportsIntegration	Azure ⓘ Azure Machine Learning ⓘ
supportsLanguageBinding	BrainScript ⓘ C# NERFINISHED ⓘ Python ⓘ
supportsModelType	LSTM network ⓘ convolutional neural network ⓘ feedforward neural network ⓘ recurrent neural network ⓘ sequence-to-sequence model ⓘ
supportsOptimizationAlgorithm	Adam optimizer ⓘ momentum SGD ⓘ stochastic gradient descent ⓘ
supportsPlatform	CPU ⓘ GPU ⓘ Linux ⓘ Windows ⓘ
supportsStandard	NVIDIA CUDA ⓘ surface form: CUDA cuDNN ⓘ
useCase	production deployment of neural networks ⓘ research in deep learning ⓘ training deep neural networks at scale ⓘ
usedBy	Microsoft internal products ⓘ
website	https://www.microsoft.com/cognitive-toolkit ⓘ

Referenced by (2)

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

Microsoft Cognitive Toolkit → hasAbbreviation → Microsoft Cognitive Toolkit self-linksurface differs ⓘ

this entity surface form: CNTK

Keras → supportsBackend → Microsoft Cognitive Toolkit ⓘ