Deeplearning4j
| Deeplearning4j | |
|---|---|
| Basic data
|
|
| Maintainer | various |
| developer | Adam Gibson |
| Current version |
0.9.1 ( August 12, 2017 ) |
| operating system | Linux , macOS , Windows |
| programming language | C , C ++ , Java |
| category | Machine learning |
| License | Apache 2.0 |
| deeplearning4j.org | |
Deeplearning4j is a free , cross-platform program library for artificial intelligence and machine learning . Deeplearning4j is written in the Java programming language and is therefore compatible with any other language that can run on a JVM , such as Scala or Clojure . The underlying calculations are implemented in C and C ++ . Commercial support is provided by Skymind.
With the help of Keras , Deeplearning4j has a programming interface (API) for the Python language . This bridges the gap between widespread, but Python-based program libraries and Java. With Keras an import of the models of artificial neural networks of the systems TensorFlow , Caffe, Torch and Theano is possible. Deeplearning4j is one of the top 10 deep learning projects on Github.
Different types of artificial neural networks such as e.g. B. Restricted Boltzmann machine , convolutional NNs or feedback neural networks are supported. GPUs can take over part of the processing load to increase speed.
Individual evidence
- ↑ Release 0.9.1 . August 12, 2017 (accessed July 20, 2018).
- ^ Cade Metz: The Mission to Bring Google's AI to the Rest of the World . In: WIRED . February 6, 2014 (English, wired.com [accessed March 3, 2017]).
- ^ Deep Learning for (Some of) the People . In: Bloomberg.com . June 3, 2014 (English, bloomberg.com [accessed March 3, 2017]).
- ^ Keras Documentation. In: Keras: Deep Learning library for Theano and TensorFlow. Retrieved March 6, 2017 (English).
- ^ Importing Models From Keras to Deeplearning4j. Retrieved March 3, 2017 (English).
- ↑ Top 10 Deep Learning Projects on Github. KDnuggets News, January 2016, accessed March 3, 2017 (American English).