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What is Deeplearning4j?

DL4J utilizes cutting-edge distributed computing technologies like Apache Spark and Hadoop to significantly improve training speed. When combined with multiple GPUs, it achieves performance levels that rival those of Caffe. Completely open-source and licensed under Apache 2.0, the libraries benefit from active contributions from both the developer community and the Konduit team. Developed in Java, Deeplearning4j can work seamlessly with any language that operates on the JVM, which includes Scala, Clojure, and Kotlin. The underlying computations are performed in C, C++, and CUDA, while Keras serves as the Python API. Eclipse Deeplearning4j is recognized as the first commercial-grade, open-source, distributed deep-learning library specifically designed for Java and Scala applications. By connecting with Hadoop and Apache Spark, DL4J effectively brings artificial intelligence capabilities into the business realm, enabling operations across distributed CPUs and GPUs. Training a deep-learning network requires careful tuning of numerous parameters, and efforts have been made to elucidate these configurations, making Deeplearning4j a flexible DIY tool for developers working with Java, Scala, Clojure, and Kotlin. With its powerful framework, DL4J not only streamlines the deep learning experience but also encourages advancements in machine learning across a wide range of sectors, ultimately paving the way for innovative solutions. This evolution in deep learning technology stands as a testament to the potential applications that can be harnessed in various fields.

What is Apache Geronimo?

Apache Geronimo is a suite of open-source initiatives designed to provide JavaEE/JakartaEE libraries complemented by Microprofile implementations. Our primary goal is to offer reusable components that are not only extensively used but also well-maintained, ensuring developers have access to reliable tools. This framework delivers powerful libraries that comply with the specifications set forth by Java EE and Jakarta EE, while also placing a strong emphasis on OSGi bundle metadata for enhanced modularity. The XBean project aims to create a server with a plugin-based architecture akin to that of Eclipse's IDE, which will facilitate the discovery, download, and installation of server plugins from a centralized online repository. Additionally, the framework is versatile, supporting various IoC systems, and can operate seamlessly without one, while also providing JMX capabilities without the need for JMX-specific code. It effectively manages lifecycles and class loaders, and offers smooth integration with Spring to enhance functionality. Moreover, Apache Geronimo includes several Microprofile implementations and works on the Apache Geronimo Arthur project, which aspires to create a lightweight framework over Oracle GraalVM to augment its functionalities. Ultimately, Apache Geronimo is dedicated to continuously evolving to meet the diverse requirements of developers within the Java ecosystem, ensuring that the framework remains relevant and useful in a rapidly changing technological landscape.

Media

Media

Integrations Supported

Apache Spark
Apache TomEE
Hadoop
Maven
MyEclipse

Integrations Supported

Apache Spark
Apache TomEE
Hadoop
Maven
MyEclipse

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

Free
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

Deeplearning4j

Date Founded

2019

Company Location

Japan

Company Website

deeplearning4j.org

Company Facts

Organization Name

Apache

Company Location

United States

Company Website

geronimo.apache.org

Categories and Features

Deep Learning

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

Categories and Features

Application Server

Admin Console
Alerts / Notifications
Application Security
Multi-Application Support
Multiple Environment Support
Open Standards Compliance
Reporting / Analytics
User Management

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