Microsoft Cognitive ToolkitMicrosoft
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Related Products
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About
FASTBuild is a high-performance, open-source build system for Windows, Linux and OS X. It supports highly scalable compilation, caching and network distribution. From the largest studios in the world to the smallest independent developers, FASTBuild is used in production every day to develop for PC/Mac/Linux, Consoles, Smartphones and retro systems. FASTBuild gives you all the tools you need to speed up your builds, allowing for improvements of 10x or more over other build systems. FASTBuild was designed from the ground up to support parallel compilation. The highly optimized main build pipeline is designed to be as thin as possible, dispatching build tasks to worker threads to maximize parallelism. FASTBuild has no artificial dependency bottlenecks like those present when compiling with Visual Studio/MSBuild. Unlike Visual Studio, FASTBuild is able to precisely manage the number of CPU cores used during a build avoiding excessive idle spots or excessive context switching.
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About
The Microsoft Cognitive Toolkit (CNTK) is an open-source toolkit for commercial-grade distributed deep learning. It describes neural networks as a series of computational steps via a directed graph. CNTK allows the user to easily realize and combine popular model types such as feed-forward DNNs, convolutional neural networks (CNNs) and recurrent neural networks (RNNs/LSTMs). CNTK implements stochastic gradient descent (SGD, error backpropagation) learning with automatic differentiation and parallelization across multiple GPUs and servers. CNTK can be included as a library in your Python, C#, or C++ programs, or used as a standalone machine-learning tool through its own model description language (BrainScript). In addition you can use the CNTK model evaluation functionality from your Java programs. CNTK supports 64-bit Linux or 64-bit Windows operating systems. To install you can either choose pre-compiled binary packages, or compile the toolkit from the source provided in GitHub.
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Platforms Supported
Windows
Supported
Mac
Supported
Linux
Supported
Cloud
Not Supported
On-Premises
Not Supported
iPhone
Not Supported
iPad
Not Supported
Android
Supported
Chromebook
Not Supported
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Platforms Supported
Windows
Supported
Mac
Not Supported
Linux
Not Supported
Cloud
Supported
On-Premises
Not Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
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Audience
Developers searching for an open-source build system for Windows, Linux and OS X
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Audience
Developers and enterprises seeking a toolkit solution designed for commercial-grade distributed deep learning
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Support
Phone Support
Not Supported
24/7 Live Support
Not Supported
Online
Supported
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Support
Phone Support
Not Supported
24/7 Live Support
Not Supported
Online
Supported
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API
Offers API
Not Supported
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API
Offers API
Supported
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Screenshots and Videos |
Screenshots and Videos |
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Pricing
No information available.
Free Version
Not Supported
Free Trial
Not Supported
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Pricing
No information available.
Free Version
Not Supported
Free Trial
Not Supported
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Reviews/
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Reviews/
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Pros & Cons from Real UsersPros
Cons
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Not Supported
In Person
Not Supported
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Not Supported
In Person
Not Supported
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Company InformationFASTBuild
www.fastbuild.org/docs/home.html
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Company InformationMicrosoft
Founded: 1975
United States
docs.microsoft.com/en-us/cognitive-toolkit/
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Alternatives |
Alternatives |
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Categories |
Categories |
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Deep Learning Features
Convolutional Neural Networks
Supported
Document Classification
Not Supported
Image Segmentation
Not Supported
ML Algorithm Library
Not Supported
Model Training
Not Supported
Neural Network Modeling
Not Supported
Self-Learning
Not Supported
Visualization
Not Supported
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Integrations
AI Skills Navigator
Not Supported
Alteryx
Not Supported
AssurX
Not Supported
AuraQuantic
Not Supported
Azure Data Science Virtual Machines
Not Supported
Azure Database for MariaDB
Not Supported
Microsoft Dynamics 365 Finance
Not Supported
Microsoft Dynamics Supply Chain Management
Not Supported
Microsoft Power Platform
Not Supported
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Integrations
AI Skills Navigator
Supported
Alteryx
Supported
AssurX
Supported
AuraQuantic
Supported
Azure Data Science Virtual Machines
Supported
Azure Database for MariaDB
Supported
Microsoft Dynamics 365 Finance
Supported
Microsoft Dynamics Supply Chain Management
Supported
Microsoft Power Platform
Supported
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