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Description
The Microsoft Cognitive Toolkit (CNTK) is an open-source framework designed for high-performance distributed deep learning applications. It represents neural networks through a sequence of computational operations organized in a directed graph structure. Users can effortlessly implement and integrate various popular model architectures, including feed-forward deep neural networks (DNNs), convolutional neural networks (CNNs), and recurrent neural networks (RNNs/LSTMs). CNTK employs stochastic gradient descent (SGD) along with error backpropagation learning, enabling automatic differentiation and parallel processing across multiple GPUs and servers. It can be utilized as a library within Python, C#, or C++ applications, or operated as an independent machine-learning tool utilizing its own model description language, BrainScript. Additionally, CNTK's model evaluation capabilities can be accessed from Java applications, broadening its usability. The toolkit is compatible with 64-bit Linux as well as 64-bit Windows operating systems. For installation, users have the option of downloading pre-compiled binary packages or building the toolkit from source code available on GitHub, which provides flexibility depending on user preferences and technical expertise. This versatility makes CNTK a powerful tool for developers looking to harness deep learning in their projects.
Description
This is a hub for collaborating on the open-source version of the Java platform, standard edition, along with its associated projects. You can download and install the latest open-source JDK, including Oracle’s free OpenJDK JDK 21 binaries, which are licensed under GPL and are production-ready for Linux, macOS, and Windows. Additionally, Oracle offers commercially-licensed JDK 21 binaries that share the same underlying codebase. Users can explore the code online, clone repositories for local modifications, and contribute patches aimed at bug fixes, enhancements to existing components, or the introduction of new features. OpenJDK supplies source code that developers utilize to compile their binaries, meaning users must take on the responsibility of building the code and creating a Java runtime customized for their platforms. Given that the JDK represents a sophisticated software project, constructing it requires a certain level of technical skill, several dependencies on other software, and a computer with adequate processing power. Engaging with OpenJDK not only fosters community collaboration but also enables developers to hone their skills through hands-on experience with a pivotal technology.
API Access
Has API
API Access
Has API
Integrations
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Azure Marketplace
Java
Integrations
AI Skills Navigator
AWS Marketplace
Alteryx
Amazon Corretto
AssurX
AuraQuantic
Azure Data Science Virtual Machines
Azure Database for MariaDB
Azure Marketplace
Java
Pricing Details
No price information available.
Free Trial
Free Version
Pricing Details
Free
Free Trial
Free Version
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Vendor Details
Company Name
Microsoft
Founded
1975
Country
United States
Website
docs.microsoft.com/en-us/cognitive-toolkit/
Vendor Details
Company Name
Oracle
Website
openjdk.org
Product Features
Deep Learning
Convolutional Neural Networks
Document Classification
Image Segmentation
ML Algorithm Library
Model Training
Neural Network Modeling
Self-Learning
Visualization
Product Features
Application Development
Access Controls/Permissions
Code Assistance
Code Refactoring
Collaboration Tools
Compatibility Testing
Data Modeling
Debugging
Deployment Management
Graphical User Interface
Mobile Development
No-Code
Reporting/Analytics
Software Development
Source Control
Testing Management
Version Control
Web App Development