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word-embeddings

2D projection of word embedding space. Similar words cluster together, showing semantic relationships.

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practical uses

  • 01.Teaching word2vec concepts
  • 02.Explaining semantic similarity
  • 03.Visualizing analogy relationships
  • 04.Demonstrating transfer learning

technical notes

6 words in 2D space. King/queen near man/woman. Cat/dog cluster separately. Similarity lines shown.

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