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    Olivier Hervieu authored
    The new implementation, even if it looks very naive, reduces the
    computation time of fpr/tpr vectors.
    roc_curve computation time depends now only on the length of y_score.
    For comparison, here are the results between the old and the new
    implementation for the following vectors:
    
    - 10^6 length vector  (y_score has 1000 unique values):
        - old impl.: 28.29 seconds
        - new impl.: 3.14 seconds
    
    - 10^6 length vector (y_score has 10000 unique values):
        - old impl.: 267.61 seconds
        - new impl.: 3.64 seconds
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