def cmu_mocap_35_walk_jog(data_set='<STR_LIT>'):
train_motions = ['<STR_LIT>', '<STR_LIT>', '<STR_LIT>', '<STR_LIT>', '<STR_LIT>', '<STR_LIT>',<EOL>'<STR_LIT>', '<STR_LIT>', '<STR_LIT>', '<STR_LIT>', '<STR_LIT>', '<STR_LIT>',<EOL>'<STR_LIT>', '<STR_LIT>', '<STR_LIT>', '<STR_LIT>', '<STR_LIT>', '<STR_LIT>',<EOL>'<STR_LIT>', '<STR_LIT>', '<STR_LIT>', '<STR_LIT>', '<STR_LIT>', '<STR_LIT>',<EOL>'<STR_LIT>', '<STR_LIT>', '<STR_LIT>', '<STR_LIT>', '<STR_LIT>', '<STR_LIT>', '<STR_LIT>']<EOL>test_motions = ['<STR_LIT>', '<STR_LIT>']<EOL>data = cmu_mocap('<STR_LIT>', train_motions, test_motions, sample_every=<NUM_LIT:4>, data_set=data_set)<EOL>data['<STR_LIT:info>'] = "<STR_LIT>" + data['<STR_LIT:info>']<EOL>return data<EOL>
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.