github yoeo/guesslang v2.0.0

latest releases: v2.2.1, v2.2.0, v2.0.1...
4 years ago

(cf. https://github.com/yoeo/guesslang/releases/tag/v2.0.0a1)

  • Supports 30 languages (20 languages supported by previous versions). Including Powershell and Batch
  • Robust and scalable training workflow, using Tensorflow dataset API https://www.tensorflow.org/api_docs/python/tf/data/Dataset
  • Way simpler yet as performant feature engineering
  • More concise documentation
  • Simple check on detection probabilities to avoid classifying plain text as source code
  • Exposes the detection probabilities with guess.probabilities(source_code) method.
  • Updated Tensorflow to the latest version 2.2.0
  • Use up to date Tensorflow canned classifier
  • guess.language_name(source_code) now identifies empty content
  • Guesslang dataset creation moved to a new dedicated repository https://github.com/yoeo/guesslangtools

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