docs: def normalize(X):
      """ equivalent to scipy.preprocessing.normalize on sparse matrices
      , but lets avoid another depedency just for a small utility function """
      X = coo_matrix(X)
      X.data = X.data / sqrt(bincount(X.row, X.data ** 2))[X.row]
      return X