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NimbleMiner: a software that allows users to interact with word embedding to rapidly create lexicons of similar terms, conduct weakly supervised labeling, and implement text mining

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NimbleMiner

NimbleMiner: a software that allows clinicians to interact with word embedding models (skip-gram models- word2vec and Glove) to rapidly create lexicons of similar terms.

To run the application, please follow these steps:

  1. Copy all files and folders from NimbleMiner repository
  2. Install base software:
  • Download and install the last version of R (3.5.0 or later)
  • Download and install the last version of RStudio (1.1.447 or later)
  • Download and install devtools::
  1. Restart the computer.

  2. Install packages:

  • Open script installer/installer.R in RStudio
  • Run script with help of button "Source"
  • Wait till all packages will be installed
  • Restart R session (or restart RStudio)
  1. Open NimbleMiner.R in RStudio and run it by the button "Run App"

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NimbleMiner: a software that allows users to interact with word embedding to rapidly create lexicons of similar terms, conduct weakly supervised labeling, and implement text mining

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