def read(fname):
    return open(os.path.join(os.path.dirname(__file__), fname)).read()
def __init__(self, data, amount_clusters, means=None, variances=None, observer=None, tolerance=0.00001, iterations=100):
        """!
        @brief Initializes Expectation-Maximization algorithm for cluster analysis.