Eclipse Deeplearning4j
Eclipse Deeplearning4j is a distributed, deep learning library for Java virtual machine (JVM)
Features
Eclipse Deeplearning4j is a deep learning programming library written for Java and Scala and a computing framework with wide support for deep learning algorithms.
There are a lot of knobs to turn when you’re training a distributed deep-learning network. We’ve done our best to explain them, so that Eclipse Deeplearning4j can serve as a DIY tool for Java, Scala and Clojure programmers working on Hadoop and other file systems. - Official website
See Apache Hadoop.
Deeplearning4j includes implementations of the restricted Boltzmann machine, deep auto-encoder, deep belief net, stacked denoising auto-encoder and recursive neural tensor network, word2vec, doc2vec, and GloVe. These algorithms also include distributed parallel versions that integrate with Apache Hadoop and Apache Spark.
Release Notes | Gitter chat | Documentation | Tutorials | API Reference | Sample Projects | FAQ | Stack Overflow Q&A
Developer
Adam Gibson, Chris Nicholson, Josh Patterson, Other contributors
Written in
Java, C++, Python, JavaScript, Scala, Cuda
Initial Release
22 February 2014
License
Apache v2
Categories
Deep Learning, Machine Learning, Artificial Intelligence, Framework
Alternatives
Deep Learning
Apache MXNet (Incubating)
Apache SystemML
Caffe
OpenNN
PyTorch
TensorFlow
The Microsoft Cognitive Toolkit
Torch
Weka
Machine Learning
Apache Mahout
Apache MXNet (Incubating)
Apache Spark
Apache SystemML
MALLET
Massive Online Analysis (MOA)
mlpack
OpenCV
Orange
PyTorch
scikit-learn
TensorFlow
The Microsoft Cognitive Toolkit
Torch
Weka
Yooreeka
Artificial Intelligence
Accord.NET
AForge.NET
OpenCog
TensorFlow
The Microsoft Cognitive Toolkit
Notes
- Please read the docs here completely for proper understanding of system requirements and configuration.
- Eclipse Deeplearning4j will work on
platform where you can have the
prerequisites :
- Java (developer version) 1.7 or later (Only 64-Bit versions supported)
- Apache Maven (automated build and dependency manager)
- IntelliJ IDEA or Eclipse
- Git
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