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MITS_AIBIRDS

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MITS_AIBIRDS is a repository for SIMS (Similarity Score)Python package that provides easy-to-use functions for calculating various similarity scores, including Jaccard, Overlap, and Hamming Distance. These scores can be useful in a wide range of applications, such as text analysis, bioinformatics, and data science.

Features

  • Jaccard Coefficient: Measures the similarity between two sets by dividing the size of the intersection by the size of the union.
  • Overlap Coefficient: Calculates the overlap between two sets by dividing the size of the intersection by the size of the smaller set.
  • Hamming Distance: Measures the number of positions at which the corresponding elements are different between two strings of equal length.

Installation

You can install the package using pip:

pip install simscore

How to Use

After installing the package

  1. import similarity_check.Similarity as variable_name
  2. Use this variable_name:
    Create an object as obj=variable_name.Similarity()
  3. Now, you can use this obj to implement anyone of the following functions:
    jaccard_coefficient
    hamming_distance
    overlap_coefficient

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