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Abridged Word2Vec

This is my (unsuccessful) idea of word2vec implementation without any neurons and machine learning layers.

  • libAW2V.js Contains some shared fragments of code.
  • generateBasicData.js Using this file, you can generate vectors and dictionary from some dataset loaded from the file.
  • postprocessVectors.js Does some small post-processing on vectors generated by generator.
  • finetuneVectors.js By implementing some sort of loss function and random multiplication, it should've corrected vectors enough to generate seemingly good text, but something is still missing.