xr.set_options(
    keep_attrs=True,
    display_expand_attrs=False,
    display_expand_coords=False,
    display_expand_data=False,
    display_expand_data_vars=False
)
%config InlineBackend.figure_format="retina"
small: int = 6
medium: int = 10
large: int = 14
params = {
    "axes.labelsize": medium,
    "axes.spines.right": False
    "axes.spines.top": False
    "axes.titlesize": medium,
    "axes.titlesize": medium,
    "figure.figsize": (16, 10),
    "figure.titlesize": large,
    "image.interpolation": "nearest",
    "image.origin": "lower",
    "legend.fontsize": medium,
    "xtick.labelsize": medium,
    "ytick.labelsize": medium,
}
plt.rcParams.update(params)
plt.style.use("seaborn-v0_8-whitegrid")