/adventures-with-ann

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

Primary LanguageJupyter Notebook

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