Deeplearning4j

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deeplearning4j:开源(Apache v2)[[Artificial neural network|神经网络]]平台,基于 [[Apache Hadoop]], [[Apache Spark]] 构建,为 [[Java]], [[Scala]] & [[Clojure]] 编程语言提供的[[deep learning|深度学习]]库。
 
deeplearning4j:开源(Apache v2)[[Artificial neural network|神经网络]]平台,基于 [[Apache Hadoop]], [[Apache Spark]] 构建,为 [[Java]], [[Scala]] & [[Clojure]] 编程语言提供的[[deep learning|深度学习]]库。
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==简介==
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Eclipse Deeplearning4j
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==新闻==
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*2017 年 10 月,Skymind 加入了 Eclipse 基金会,并且将 DL4J 贡献给开源 Java Enterprise Edition 生态系统。
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==指南==
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*[https://developer.ibm.com/zh/technologies/artificial-intelligence/articles/cc-get-started-deeplearning4j/ Deeplearning4j 入门]
  
 
==应用场景==
 
==应用场景==
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*[https://deeplearning4j.org/cn/iterativereduce DL4J与基于Hadoop和Spark的迭代式归纳]
 
*[https://deeplearning4j.org/cn/iterativereduce DL4J与基于Hadoop和Spark的迭代式归纳]
 
*[http://deeplearning4j.org/spark-fast-native-binaries.html How to Speed Up Spark With Native Binaries and OpenBlas]
 
*[http://deeplearning4j.org/spark-fast-native-binaries.html How to Speed Up Spark With Native Binaries and OpenBlas]
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==Kotlin==
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[https://deeplearning4j.org/kotlin Using Deeplearning4j With Kotlin]
  
 
==Scala==
 
==Scala==
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[https://deeplearning4j.org/scala Scala, Apache Spark and Deeplearning4j]
 
*[https://github.com/deeplearning4j/ScalNet ScalNet]是受[[Keras]]启发而为Deeplearning4j开发的[[Scala]]语言封装
 
*[https://github.com/deeplearning4j/ScalNet ScalNet]是受[[Keras]]启发而为Deeplearning4j开发的[[Scala]]语言封装
 
*[https://github.com/deeplearning4j/nd4s ND4S] Scala bindings for [[ND4J]]
 
*[https://github.com/deeplearning4j/nd4s ND4S] Scala bindings for [[ND4J]]
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==Clojure==
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[https://deeplearning4j.org/clojure Deep Learning With Clojure]
  
 
==[[C++]]==
 
==[[C++]]==
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image:deep-learning-use-case-industries.png|工业应用
 
image:deep-learning-use-case-industries.png|工业应用
 
image:deeplearning4j-ui.png|DL4J UI
 
image:deeplearning4j-ui.png|DL4J UI
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image:deeplearning4j-training-ui.png|训练UI
 
image:neural-network-table.png|神经网络
 
image:neural-network-table.png|神经网络
 
image:Deeplearning4j-Reference-Architecture-CPU-GPU-Training.png|DL4J参考架构:训练
 
image:Deeplearning4j-Reference-Architecture-CPU-GPU-Training.png|DL4J参考架构:训练
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==链接==
 
==链接==
*[http://deeplearning4j.org/zh-index.html deeplearning4j官网]
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*[https://deeplearning4j.org/ deeplearning4j官网]
*[https://github.com/deeplearning4j/deeplearning4j deeplearning4j @ github]
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*[https://github.com/eclipse/deeplearning4j deeplearning4j @ github]
 
*[http://docs.huihoo.com/javadoc/deeplearning4j/ deeplearning4j javadoc]
 
*[http://docs.huihoo.com/javadoc/deeplearning4j/ deeplearning4j javadoc]
 
*[http://deeplearning4j.org/glossary 深度学习词汇表]
 
*[http://deeplearning4j.org/glossary 深度学习词汇表]
 
*[http://deeplearning4j.org/compare-dl4j-torch7-pylearn.html DL4J vs. Torch vs. Theano vs. Caffe vs. TensorFlow]
 
*[http://deeplearning4j.org/compare-dl4j-torch7-pylearn.html DL4J vs. Torch vs. Theano vs. Caffe vs. TensorFlow]
*[http://skymind.io/ Skymind]是DL4J的商业支持机构
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*[https://skymind.ai Skymind]是DL4J的商业支持机构
  
 
[[category:deep learning]]
 
[[category:deep learning]]
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[[category:scala]]
 
[[category:scala]]
 
[[category:clojure]]
 
[[category:clojure]]
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[[category:eclipse]]
 
[[category:huihoo]]
 
[[category:huihoo]]

2020年9月27日 (日) 10:25的版本

deeplearning4j:开源(Apache v2)神经网络平台,基于 Apache Hadoop, Apache Spark 构建,为 Java, Scala & Clojure 编程语言提供的深度学习库。

目录

简介

Eclipse Deeplearning4j

新闻

  • 2017 年 10 月,Skymind 加入了 Eclipse 基金会,并且将 DL4J 贡献给开源 Java Enterprise Edition 生态系统。

指南

应用场景

神经网络应用情景

  • 人脸/图像识别
  • 语音搜索
  • 文本到语音(转录)
  • 垃圾邮件筛选(异常情况探测)
  • 欺诈探测
  • 推荐系统(客户关系管理、广告技术、避免用户流失)
  • 回归分析

DL4J神经网络

如何选择神经网络

为何选择DL4J

为何选择Deeplearning4j?

指南

git clone https://github.com/deeplearning4j/dl4j-0.4-examples.git
cd dl4j-0.4-examples/
mvn clean install

使用 IntelliJ IDEA 打开项目,完成DL4J第一次体验

推荐引擎

Build a Recommendation Engine With DL4J

Spark

Kotlin

Using Deeplearning4j With Kotlin

Scala

Scala, Apache Spark and Deeplearning4j

Clojure

Deep Learning With Clojure

C++

图集

链接

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