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Performance Tests for Python

The repository includes Python performance tests and results visualisation for:

  • pandas_serialize

    Compares load/save time as well as output size while serializing pandas.DataFrame using different algotithms

  • numpy_assign

    Compares times beteen Arithmetic Operators and Assignment Operators

  • pandas_merge

    Compares memory usage while doing marges using pandas.DataFrame.merge and combaining exports of DataFrame to dict

  • pandas_numexpr

    Comares times of arythmetic operations between pandas, numpy and numexpr

  • pandas_access_time

    Compares arethmetic assigment operators times for pandas Series

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