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Random text detector

Build Status

Unsupervised automatic detector of random text based on the algorithm described in this blog post. The interactive version is available on random-text-detector.herokuapp.com. Sample training and result data is in the data dictionary.

How to run

  • Install sbt with brew install sbt or in any other way
  • git clone https://github.com/mkrcah/random-text-detector.git
  • cd random-text-detect
  • sbt stage
  • Run ./target/universal/stage/bin/random-text-detector

Usage

Usage: random-text-detector start-server|batch filename

Options:

  • batch Compute suspicious score for each word in a given list and print the result to stdin.
  • start-server Start an http server on the port specified by the PORT env property or 8080 if not specified. Call GET /api/detect?q=your-word to get a suspicious score for your-word. Navigate your browser to / or /index.html for the interactive version.
  • filename File containing a list of words, each word on a separate line.

Heroku

The code should be directly deployable to Heroku.