deeplearning4j – 分布式DL开源项目
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???? Deeplearning4j is the first commercial-grade deep learning library written in Java. It is meant to be used in business environments, rather than as a research tool for extensive data exploration. Deeplearning4j is most helpful in solving distinct problems, like identifying faces, voices, spam or e-commerce fraud.
???? Deeplearning4j aims to be cutting-edge plug and play, more convention than configuration. By following its conventions, you get an infinitely scalable deep-learning architecture. The framework has a domain-specific language (DSL) for neural networks, to turn their multiple knobs.
???? Deeplearning4j includes a?distributed deep-learning framework?and a normal deep-learning framework; i.e. it runs on a single thread as well. Training takes place in the cluster, which means it can process massive amounts of data. Nets are trained in parallel via?iterative reduce.
???? The distributed framework is made for data input and neural net training at scale, and its output should be highly accurate predictive models.
項目地址:http://deeplearning4j.org/
簡單介紹一下項目發(fā)起者?Gibson:
??????? 谷歌微軟等科技巨頭都在進軍人工智能領域。谷歌有語音識別服務,直接向手機說話就可以進行搜索;微軟最近發(fā)布的新版Skype中加入了即時翻譯功能;Facebook最近也成立了一個新部門,探索人臉識別技術(shù)。所有這些技術(shù)都可以稱為深度學習(deeping learning),通過模仿人腦加工信息的方式,讓機器擁有“學習”的能力。
??????? 人工智能技術(shù)似乎如此高端,只能是科技巨頭們的游戲,但Adam Gibson,舊金山的一名獨立軟件工程師,希望解除巨頭對這一新技術(shù)的封鎖。他認為任何有興趣的網(wǎng)站,公司和開發(fā)者都應該能接觸深度學習技術(shù),并因此成立了一家創(chuàng)業(yè)公司Skymind。
???????? “我們希望不需要雇一位數(shù)據(jù)專家就能使用機器學習技術(shù)”,Gibson表示,他24歲,中途退學后通過研究學術(shù)論文自學了深度學習,曾在多個公司擔任機器學習顧問,并在一些教育機構(gòu)講課。
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轉(zhuǎn)到主頁:http://deeplearning4j.org/
???????? Deeplearning4j is the first commercial-grade deep-learning library written in Java. It is meant to be used in business environments, rather than as a research tool for extensive data exploration. Deeplearning4j is most helpful in solving distinct problems, like identifying faces, voices, spam or e-commerce fraud.
???????? Deeplearning4j是一個使用Java書寫的商業(yè)級的深度學習庫。有意思. 一定要完整的看看....
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