Apache MXNet

MXNet

Developer(s)	Distributed (Deep) Machine Learning Community
Repository	github.com/apache/incubator-mxnet
Operating system	Windows, Linux
Type	Library for machine learning and deep learning
License	Apache 2.0
Website	MXNET.IO

MXNet is an open-source deep learning framework that allows you to define, train, and deploy deep neural networks. It is scalable, allowing for fast model training, and supports a flexible programming model and multiple languages(C++, Python, Julia, Matlab, JavaScript, Go, R, Scala). MXNet allows you to mix symbolic and imperative programming. MXNet is built on a dynamic dependency scheduler that automatically parallelizes both symbolic and imperative operations on the fly. A graph optimization layer on top of that makes symbolic execution fast and memory efficient. The MXNet library is portable and lightweight, and it can scale to multiple GPUs and multiple machines.

See also

• Comparison of deep learning software