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Single layer neural network with ability to determine the language of input text

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JeremiJL/LanguageClassifier

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Language Classifier

Implementation of Language Classifier based on a single-layer neural network in local architecture.

  • Capabilities : Language Classifier is capable of determining the language of the input text.

  • Description : Classifier consists of X number of perceptrons corresponding to X number of languages it can distinguish from each other. Classifier is flexible; to change the languages for which it works, one has to only provide folders containing text data in the chosen language.

  • Tip : User can specify the learning rate of model, however learning rate equal to 0.01 is recommended.

Author : Jeremi L

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Single layer neural network with ability to determine the language of input text

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