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stephenleo / adventures-with-ann

All the code for a series of Medium articles on Approximate Nearest Neighbors

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machine-learning-algorithmspythonannnearest-neighbor-searchnearest-neighborsapproximate-nearest-neighbor-search

Adventures with ANN

A series of Medium posts highlighting the significance of Approximate Nearest Neighbors algorithms. Specifically the usefulness of Hierarchical Navigable Small World (HNSW) graphs ANN algorithm.

  1. KNN is Dead

    • Medium Post: Link
    • Open In Colab
    • Jupyter Notebook: Link

  2. How to Choose the Best Nearest Neighbors Algorithm?

    • Medium Post: Link
    • Open In Colab
    • Jupyter Notebook: Link

  3. Approximate Nearest Neighbors on Elastic Search with Docker

    • Medium Post: Link
    • Open In Colab
    • Jupyter Notebook: Link

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All the code for a series of Medium articles on Approximate Nearest Neighbors

machine-learning-algorithmspythonannnearest-neighbor-searchnearest-neighborsapproximate-nearest-neighbor-search

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Language:Jupyter Notebook 94.6%Language:HCL 4.3%Language:Jinja 1.1%