JuliaHub vs. MXNet Comparison


JuliaHub	MXNet The Apache Software Foundation	+	+
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About Discover the packages you need, with documentation and source right at your fingertips. Create your own Julia packages — either public or private. Seamlessly transition from small subsets to large datasets on the cloud. Scale to thousands of CPUs and GPUs with a single click. Provide dashboards to colleagues for running code through a GUI. Pfizer conducted simulations of novel pharmacology of a treatment for heart failure 175x faster using GPUs in Julia. Aviva uses Julia for Solvency II compliance to model risk 1,000x faster with 93% fewer lines of code. Develop applications with a browser-based IDE. Collaborate with ease. Hosted on the cloud and paid by the minute, JuliaHub is the simplest way to get started with the fastest scientific, mathematical and statistical computation language yet.	About A hybrid front-end seamlessly transitions between Gluon eager imperative mode and symbolic mode to provide both flexibility and speed. Scalable distributed training and performance optimization in research and production is enabled by the dual parameter server and Horovod support. Deep integration into Python and support for Scala, Julia, Clojure, Java, C++, R and Perl. A thriving ecosystem of tools and libraries extends MXNet and enables use-cases in computer vision, NLP, time series and more. Apache MXNet is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision-making process have stabilized in a manner consistent with other successful ASF projects. Join the MXNet scientific community to contribute, learn, and get answers to your questions.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Scientists, engineers and innovators searching for a code to cloud platform for high performance computing	Audience Developers and researchers requiring an open-source deep learning framework for research prototyping and production
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Not Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing $2,000 per year Free Version Supported Free Trial Not Supported	Pricing No information available. Free Version Not Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information JuliaHub Founded: 2015 United States juliahub.com	Company Information The Apache Software Foundation Founded: 1999 United States mxnet.apache.org
Alternatives Julia	Alternatives Deeplearning4j
easybooking JULIA Zadego	AWS Deep Learning AMIs Amazon
JupyterLab Jupyter	Horovod
Plotly Dash Plotly	Apache NuttX Apache
Code Metal View All	Caffe BAIR View All
Categories IDE Supported	Categories AI Development Supported AI/ML Model Training Supported Deep Learning Supported Neural Network Supported

Integrations AWS Elastic Fabric Adapter (EFA) Not Supported AWS Marketplace Not Supported Amazon EC2 Inf1 Instances Not Supported Amazon EC2 P4 Instances Not Supported Amazon Elastic Inference Not Supported Amazon S3 Supported Amazon SageMaker Debugger Not Supported Amazon SageMaker Model Building Not Supported Cameralyze Not Supported Flower Not Supported GPUonCLOUD Not Supported Google Cloud Deep Learning VM Image Not Supported Gradient Not Supported Guild AI Not Supported Horovod Not Supported Kubernetes Supported LeaderGPU Not Supported NVIDIA Triton Inference Server Not Supported Visual Studio Code Supported Show More Integrations View All 3 Integrations	Integrations AWS Elastic Fabric Adapter (EFA) Supported AWS Marketplace Supported Amazon EC2 Inf1 Instances Supported Amazon EC2 P4 Instances Supported Amazon Elastic Inference Supported Amazon S3 Not Supported Amazon SageMaker Debugger Supported Amazon SageMaker Model Building Supported Cameralyze Supported Flower Supported GPUonCLOUD Supported Google Cloud Deep Learning VM Image Supported Gradient Supported Guild AI Supported Horovod Supported Kubernetes Not Supported LeaderGPU Supported NVIDIA Triton Inference Server Supported Visual Studio Code Not Supported Show More Integrations View All 18 Integrations
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