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What is OpenJDK?

This platform serves as a collaborative center for the open-source iteration of the Java platform, standard edition, alongside its related projects. You can easily download and install the most recent open-source JDK, which includes Oracle’s free OpenJDK JDK 21 binaries, licensed under GPL and designed for production use on Linux, macOS, and Windows systems. Furthermore, Oracle provides commercially licensed JDK 21 binaries that utilize the same foundational codebase. Users have the opportunity to examine the source code online, clone repositories for personal modifications, and contribute patches that address bugs, enhance existing features, or implement new functionalities. OpenJDK provides the necessary source code that developers need to compile their binaries, thus placing the onus on users to build the code and generate a Java runtime tailored to their specific platforms. Since the JDK is a complex software project, its construction demands a certain degree of technical proficiency, various dependencies on additional software, and a computer that possesses sufficient processing capabilities. Engaging with OpenJDK not only encourages community collaboration but also allows developers to refine their skills through practical interaction with a crucial technology, thereby enriching their understanding of software development processes. This engagement contributes to the larger ecosystem of open-source software, fostering innovation and shared knowledge among developers worldwide.

What is Microsoft Cognitive Toolkit?

The Microsoft Cognitive Toolkit (CNTK) is an open-source framework that facilitates high-performance distributed deep learning applications. It models neural networks using a series of computational operations structured in a directed graph format. Developers can easily implement and combine numerous well-known model architectures such as feed-forward deep neural networks (DNNs), convolutional neural networks (CNNs), and recurrent neural networks (RNNs/LSTMs). By employing stochastic gradient descent (SGD) and error backpropagation learning, CNTK supports automatic differentiation and allows for parallel processing across multiple GPUs and server environments. The toolkit can function as a library within Python, C#, or C++ applications, or it can be used as a standalone machine-learning tool that utilizes its own model description language, BrainScript. Furthermore, CNTK's model evaluation features can be accessed from Java applications, enhancing its versatility. It is compatible with 64-bit Linux and 64-bit Windows operating systems. Users have the flexibility to either download pre-compiled binary packages or build the toolkit from the source code available on GitHub, depending on their preferences and technical expertise. This broad compatibility and adaptability make CNTK an invaluable resource for developers aiming to implement deep learning in their projects, ensuring that they can tailor their tools to meet specific needs effectively.

Media

Media

Integrations Supported

AWS Marketplace
Activeeon ProActive
Alteryx
Amazon Corretto
AssurX
AuraQuantic
Azure Data Science Virtual Machines
Azure Database for MariaDB
Azure Marketplace
Java
Microsoft Dynamics 365 Finance
Microsoft Dynamics Supply Chain Management
Microsoft Power Platform
Oracle Cloud Infrastructure

Integrations Supported

AWS Marketplace
Activeeon ProActive
Alteryx
Amazon Corretto
AssurX
AuraQuantic
Azure Data Science Virtual Machines
Azure Database for MariaDB
Azure Marketplace
Java
Microsoft Dynamics 365 Finance
Microsoft Dynamics Supply Chain Management
Microsoft Power Platform
Oracle Cloud Infrastructure

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Oracle

Company Website

openjdk.org

Company Facts

Organization Name

Microsoft

Date Founded

1975

Company Location

United States

Company Website

docs.microsoft.com/en-us/cognitive-toolkit/

Categories and 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

Categories and Features

Deep Learning

Convolutional Neural Networks
Document Classification
Image Segmentation
ML Algorithm Library
Model Training
Neural Network Modeling
Self-Learning
Visualization

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