Sample Efficient Learning of Predictors that Complement Humans We provide two jupyter notebooks each replicates one of the figures in our paper: joint_v_staged_model_complex.ipynb replicates Figure 2 joint_v_staged_sample_complexity.ipynb replicates Figure 3