• Post Reply Bookmark Topic Watch Topic
  • New Topic
programming forums Java Mobile Certification Databases Caching Books Engineering Micro Controllers OS Languages Paradigms IDEs Build Tools Frameworks Application Servers Open Source This Site Careers Other all forums
this forum made possible by our volunteer staff, including ...
Marshals:
  • Campbell Ritchie
  • Paul Clapham
  • Ron McLeod
  • Bear Bibeault
  • Liutauras Vilda
Sheriffs:
  • Jeanne Boyarsky
  • Tim Cooke
  • Junilu Lacar
Saloon Keepers:
  • Tim Moores
  • Tim Holloway
  • Stephan van Hulst
  • Jj Roberts
  • Carey Brown
Bartenders:
  • salvin francis
  • Frits Walraven
  • Piet Souris

Deeplearning4j: Open-source, distributed deep learning for Java on Hadoop

 
Greenhorn
Posts: 3
  • Likes 1
  • Mark post as helpful
  • send pies
  • Quote
  • Report post to moderator
Deep learning is a rapidly advancing domain in artificial intelligence, and Deeplearning4j is the most widely used open-source deep learning framework for the JVM. http://deeplearning4j.org/

It includes recurrent neural networks for time series and sound, word2vec and other algorithms for text, and convolutional networks for images.

Our distributed, deep artificial neural networks are powered by ND4J, a scientific computing library that supports n-dimensional arrays on the JVM. To build ND4J, we created a DSL that ported Numpy to the JVM. Under the hood, ND4J is optimized in C++. http://nd4j.org/

We built DL4J and ND4J to handle very large datasets, integrating them with Hadoop and Spark to train neural nets in a massively parallel fashion. In the process of optimizing our system, we wrote our own CUDA kernels and overhauled parts of the JVM.

The use cases deep learning can address include recommender systems, image processing and fraud detection.

Please check out our code on Github to learn more!

https://github.com/deeplearning4j/deeplearning4j
https://github.com/deeplearning4j/nd4j
 
Greenhorn
Posts: 13
Mac OS X Netbeans IDE Java
  • Mark post as helpful
  • send pies
  • Quote
  • Report post to moderator
I'm a beginner to deep learning (first year AI undergrad) and I know Java. Do you think this can help me learn deep learning? (Pretty general question, I know. But I'm just wondering)

Thanks
 
Bras cause cancer. And tiny ads:
the value of filler advertising in 2020
https://coderanch.com/t/730886/filler-advertising
reply
    Bookmark Topic Watch Topic
  • New Topic