import matplotlib.pyplot as plt import mplhep mplhep.style.use("LHCb2") def reweight_comparing_plot(original_feature: list, target_feature: list, weights: list, n_bins: int, suptitle: str, titles: list[str], save: str) -> None: if len(original_feature) != len(weights): raise ValueError(f"original_feature and weights need to have the same dimension!") fig, ax = plt.subplots(nrows = 1, ncols = 3, figsize = (30, 12.5)) ax[0].hist(original_feature, bins = n_bins) ax[0].set_ylabel("counts/a.u.") ax[0].set_title(titles[0]) ax[1].hist(original_feature, bins = n_bins, weights = weights) ax[1].set_title(titles[1]) ax[2].hist(target_feature, bins = n_bins) ax[2].set_title(titles[2]) fig.suptitle(suptitle) fig.savefig(f"{save}")