par1.tick_params(axis='y', colors=p2.get_color(), which='both', **tkw)
par2.tick_params(axis='y', colors=p3.get_color(), which='both', **tkw)
par3.tick_params(axis='y', colors=p4.get_color(), which='both', **tkw)
host.tick_params(axis='x', **tkw)
despine_plt(host)
despine_plt(par1)
despine_plt(par2)
despine_plt(par3)
par2.spines["right"].set_visible(True)
par3.spines["right"].set_visible(True)
plt.setp(par2.spines.values(), color='k', alpha=0.6)
plt.setp(par3.spines.values(), color='k', alpha=0.6)
host.set_xlabel(name[target], fontsize=10)
i += 1
row_labels = [plt_config.title_dict[t] for t in target_set]
base_plot.set_row_labels(labels=row_labels,
axes=hosts,
pos=0,
rotation=90,
pad=-0.25,
fontsize=22)
base_plot.add_alphabet_label(6, hosts, pos=(0.05, 0.15), fontsize=13)
plt.savefig(f'tuning_uh_threshs.png', bbox_inches="tight", dpi=300)
target_var,
resample_method[target_var],
normalize_method[target_var],
imputer_method,
vars_to_load,
mode)
ax = axes[i,j]
if i == 0:
ax.set_title(plt_config.title_dict[target_var], fontsize=12)
base_plot.set_n_ticks(ax)
base_plot.set_minor_ticks(ax)
base_plot.despine_plt(ax)
ax.grid(color='w')
for model_name in results.keys():
ax.plot(lead_times, results[model_name][metric], color=line_colors[model_name], label=model_name)
major_ax = base_plot.set_major_axis_labels(fig, xlabel='Lead time (minutes)', labelpad=40)
base_plot.add_alphabet_label(n_panels, axes, pos=(0.9, 0.09))
base_plot.set_legend(n_panels, fig, ax=axes.flat[0], major_ax=major_ax)
row_labels = [translate[m] for m in vars_to_load]
base_plot.set_row_labels(labels=row_labels, axes=axes, pos=0,
rotation=90, pad=-0.2, fontsize=10)
fig_fname = f'metrics_different_lead_times_{time}.png'
my_plt._save_fig( fig=fig, fname = fig_fname)
plt.spatial_plotting(fig,
axes.flat[3],
x,
y,
z1=np.ma.masked_where(
probability_objects_labelled_severe == 0.,
probability_objects_labelled_severe),
z2=mrms_dbz,
z3=wofs_dbz,
lsr_points=lsr_points,
map_ax=map_axes[3],
z1_is_integers=True,
title='Matched to any LSR')
n_panels = 4
base_plot.add_alphabet_label(n_panels, axes, pos=(0.9, 0.05), fontsize=17)
additional_handles = [
Line2D([0], [0],
marker='o',
color='w',
markerfacecolor='r',
markersize=8,
alpha=0.8),
Line2D([0], [0],
marker='o',
color='w',
markerfacecolor='g',
markersize=8,
alpha=0.8),
Line2D([0], [0], color='b', alpha=0.8, markersize=1.5),
Line2D([0], [0], color='k', alpha=0.8, markersize=1.5),