Load CMU subject 35's walking and jogging motions, the same data that was used by Taylor, Roweis and Hinton at NIPS 2007. but without their preprocessing. Also used by Lawrence at AISTATS 2007.

def cmu_mocap_35_walk_jog(data_set='cmu_mocap'):
    """Load CMU subject 35's walking and jogging motions, the same data that was used by Taylor, Roweis and Hinton at NIPS 2007. but without their preprocessing. Also used by Lawrence at AISTATS 2007."""
    train_motions = ['01', '02', '03', '04', '05', '06',
                '07', '08', '09', '10', '11', '12',
                '13', '14', '15', '16', '17', '19',
                '20', '21', '22', '23', '24', '25',
                '26', '28', '30', '31', '32', '33', '34']
    test_motions = ['18', '29']
    data = cmu_mocap('35', train_motions, test_motions, sample_every=4, data_set=data_set)
    data['info'] = "Walk and jog data from CMU data base subject 35. As used in Tayor, Roweis and Hinton at NIPS 2007, but without their pre-processing (i.e. as used by Lawrence at AISTATS 2007). It consists of " + data['info']
    return data