TexLexAn is an open source text analyser for Linux, able to estimate the readability and reading time, to classify and summarize texts. It has some learning abilities and accepts html, doc, pdf, ppt, odt and txt documents. Written in C and Python.

Features

  • GUI and CLI to Analyze, classify and summarize document
  • Accept: text, html, odt, msdoc, ppt, ps
  • Analyze: syllables/word distr., readability, sentiments
  • Sentiment: Evaluate bipolar sentiments
  • Extract: keywords
  • Classify: linear classifier unigram...n-gram based
  • Summarize: extract relevant sentences and simplify them.
  • Learn: perceptron algorithm
  • Retrieve original docs by searching in archived summaries.
  • Classify & extract sentences from previous summaries
  • Detect: English, French, German, Italian, Spanish languages

Project Samples

The web page summarizer Results window Main window

Project Activity

See All Activity >

Categories

Business, Machine Learning

License

GNU General Public License version 2.0 (GPLv2)

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Text Analyzer Classifier Summarizer Web Site

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Additional Project Details

Operating Systems

Linux

Intended Audience

End Users/Desktop

User Interface

Gnome, KDE, Command-line

Programming Language

Python, C

Related Categories

Python Business Software, Python Machine Learning Software, C Business Software, C Machine Learning Software

Registered

2009-02-16
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