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Neural Network Intelligence - Download

Free download Neural Network Intelligence Linux app to run online in Ubuntu online, Fedora online or Debian online

This is the Linux app named Neural Network Intelligence whose latest release can be downloaded as NNIv2.5Release.zip. It can be run online in the free hosting provider OnWorks for workstations.

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SCREENSHOTS:

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Neural Network Intelligence


DESCRIPTION:

Neural Network Intelligence is an open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning. NNI (Neural Network Intelligence) is a lightweight but powerful toolkit to help users automate feature engineering, neural architecture search, hyperparameter tuning and model compression. The tool manages automated machine learning (AutoML) experiments, dispatches and runs experiments' trial jobs generated by tuning algorithms to search the best neural architecture and/or hyper-parameters in different training environments like Local Machine, Remote Servers, OpenPAI, Kubeflow, FrameworkController on K8S (AKS etc.) DLWorkspace (aka. DLTS) AML (Azure Machine Learning) and other cloud options. NNI provides CommandLine Tool as well as an user friendly WebUI to manage training experiements.



Features

  • Try different AutoML algorithms in their training code/model
  • Run AutoML trial jobs in different environments to speed up search
  • Implement and experiement new AutoML algorithms
  • Implement hyperparameter tuning algorithms, neural architect search algorithms or model compression algorithms
  • Customize your own AutoML algorithms and training services
  • NNI also provides a set of build-in stat-of-the-art AutoML algorithms and out of box support for popular training platforms


Programming Language

Python



This is an application that can also be fetched from https://sourceforge.net/projects/neural-network-int.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.


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