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Hashing Tricks in Machine Learning

  1. Hashing Trick in NLP for Dimensionality Reduction: code link

  2. Hashing Trick with Embedding for Categorical Features

    2.1. One hashing function code link

    2.2. Double Hashing Method code link

    2.3. Hybrid Hashing with frequency code link

    2.4. Quotient-Remainder code link

    2.5. Compositional Embedding code link

    2.6. Deep Hash Embedding code link

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