mansiparashar

def split_image_data_realwd(data, labels, n_clients=100, verbose=True):
  '''
  Splits (data, labels) among 'n_clients s.t. every client can holds any number of classes which is trying to simulate real world dataset
  Input:
    data : [n_data x shape]
    labels : [n_data (x 1)] from 0 to n_labels(10)
    n_clients : number of clients
    verbose : True/False => True for printing some info, False otherwise
  Output:
    clients_split : splitted client data into desired format