tangles.util.graph.similarity
=============================

.. currentmodule:: tangles.util.graph.similarity

.. automodule:: tangles.util.graph.similarity



   .. rubric:: Functions

   .. toctree::
      :hidden:

      tangles.util.graph.similarity.cosine_similarity
      tangles.util.graph.similarity.cosine_similarity_graph_csr_data
      tangles.util.graph.similarity.epsilon_neighborhood_graph
      tangles.util.graph.similarity.grid_distance_graph
      tangles.util.graph.similarity.hamming_similarity
      tangles.util.graph.similarity.image_to_similarity_graph
      tangles.util.graph.similarity.k_nearest_neighbors

   .. list-table::
      :widths: 50 50

      * - :func:`cosine_similarity`
        - Return the cosine similarity matrix of the rows of the matrix data
      * - :func:`cosine_similarity_graph_csr_data`
        - Creates a similarity graph on the data based on cosine similarity between the data points
      * - :func:`epsilon_neighborhood_graph`
        - Creates a neighborhood graph from precomputed distances
      * - :func:`grid_distance_graph`
        - A function to create a grid-like graph where every vertex is connected to all neighbors that are close (in grid coordinates)
      * - :func:`hamming_similarity`
        - The hamming distance, named after Richard Hamming, is a similarity metric measuring the number
      * - :func:`image_to_similarity_graph`
        - Computes a similarity graph for pixels of an image
      * - :func:`k_nearest_neighbors`
        - Creates a k-nearest neighbor graph (or something like a k-nearest neighbor graph) from distances