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NepaliPoem-Net

Generates poem(Nepali) from given word/group of word/character.

It is like teaching a network about characters 'क', 'ख'... and teaching what character constitues to form a poem. Training the model with the large corpus of text(poems) compiled from different sources in internet, it learns a probabilistic model about what character comes after the given sequence of character, store the generated character and again use it to predict the next character till it compose a poem.

The notebook is downloaded from Google Colab and the model is trained in a GPU available in colab, so it may not work in some CPU.

Uses

  • numpy
  • tensorflow

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Generates poem(Nepali) from given word/group of word/character.

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