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DeepKE download for Windows

Free download DeepKE Windows app to run online win Wine in Ubuntu online, Fedora online or Debian online

This is the Windows app named DeepKE whose latest release can be downloaded as DeepKE2.1.2.zip. It can be run online in the free hosting provider OnWorks for workstations.

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Wine is a way to run Windows software on Linux, but with no Windows required. Wine is an open-source Windows compatibility layer that can run Windows programs directly on any Linux desktop. Essentially, Wine is trying to re-implement enough of Windows from scratch so that it can run all those Windows applications without actually needing Windows.

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DeepKE


DESCRIPTION

Supporting cnSchema, standard supervised setting, low-resource setting, document-level setting and multi-modal setting for knowledge base population. DeepKE is a knowledge extraction toolkit supporting cnSchema, standard supervised, low-resource, and document-level scenarios for entity, relation, and attribution extraction. It allows developers and researchers to customize datasets and models to extract information from unstructured texts. DeepKE supports low-resource settings with only a few labeled (e.g., 16/32 shot) instances for widespread information extraction tasks. Since relations are expressed over multiple sentences in real-world applications, DeepKE supports document-level relation extraction. We present a new open-source and extensible knowledge extraction toolkit, called DeepKE, supporting standard fully supervised, low-resource few-shot and document-level scenarios.



Features

  • DeepKE implements various information extraction tasks
  • DeepKE allows developers and researchers to customize datasets and models to extract information
  • Provides various functional modules and model implementation for different functions
  • Organizes all components by consistent frameworks
  • DeepKE has quipped with comprehensive documents as well as Google Colab tutorials for beginners
  • Users can install DeepKE via 'install deepke'


Programming Language

Python


Categories

Machine Learning

This is an application that can also be fetched from https://sourceforge.net/projects/deepke.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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