vis.py

Collection of routines helpful for visualizing results and generating figures.

vis.plot_dataset_diffOp1(dataset, np_xj=None, np_xi=None, rows=4, cols=6, II=None, figsize=(18.0, 9.0), title='Data Samples: u, f=L[u]', xlabel='x', ylabel='', left=0.125, bottom=0.1, right=0.9, top=0.94, wspace=0.4, hspace=0.4, fontsize=16, y=1.0, flag_draw=True, **extra_params)

Plots a collection of data samples in a panel.

vis.plot_dataset_diffOp2(dataset, np_xj=None, np_xi=None, channelI_u=0, channelI_f=0, rows=4, cols=6, II=None, figsize=(18.0, 9.0), title='Data Samples: u, f=L[u]', xlabel='x', ylabel='', left=0.125, bottom=0.1, right=0.9, top=0.94, wspace=0.01, hspace=0.1, fontsize=16, y=1.0, flag_draw=True, **extra_params)

Plots a collection of data samples in a panel.

vis.plot_gridspec_image_array(outer_h, img_arr, label_arr=None, title=None, figSize=(18, 18), title_yp=0.95, cmap='gray', title_x=0.0, title_y=1.0, title_fsize=14)

Plots an array of images as a collection of panels.

vis.plot_image_array(img_arr, label_arr=None, title=None, figSize=(18, 18), title_yp=0.95, cmap='gray', **extra_params)

Plots an array of images as a collection of panels.

vis.plot_images_in_array(axs, img_arr, label_arr=None, cmap=None, **extra_params)

Plots an array of images as a collection of panels.

vis.plot_samples_u_f_1d(u_list, f_list, np_xj, np_xi, rows=4, cols=6, figsize=(18.0, 9.0), title='Data Samples: u, f=L[u]', xlabel='x', ylabel='', left=0.125, bottom=0.1, right=0.9, top=0.94, wspace=0.4, hspace=0.4, fontsize=16, y=1.0, flag_draw=True, **extra_params)

Plots a collection of data samples in a panel.

vis.plot_samples_u_f_2d(u_list, f_list, np_xj, np_xi, channelI_u=0, channelI_f=0, rows=4, cols=6, figsize=(18.0, 9.0), title='Data Samples: u, f=L[u]', xlabel='x', ylabel='', left=0.125, bottom=0.1, right=0.9, top=0.94, wspace=0.01, hspace=0.1, fontsize=16, y=1.0, flag_draw=True, **extra_params)

Plots a collection of data samples in a panel.

vis.plot_samples_u_f_fp_1d(u_list, f_target_list, f_pred_list, np_xj, np_xi, rows=4, cols=6, figsize=(18.0, 9.0), title='Data Samples: u, f=L[u]', xlabel='x', ylabel='', left=0.125, bottom=0.1, right=0.9, top=0.94, wspace=0.4, hspace=0.4, fontsize=16, y=1.0, flag_draw=True, **extra_params)

Plots a collection of data samples and predictions in a panel.

vis.plot_samples_u_f_fp_2d(u_list, f_target_list, f_pred_list, np_xj, np_xi, channelI_u=0, channelI_f=0, rows=4, cols=6, figsize=(18.0, 9.0), title='Data Samples: u, f=L[u]', xlabel='x', ylabel='', left=0.125, bottom=0.1, right=0.9, top=0.94, wspace=0.01, hspace=0.1, fontsize=16, y=1.0, flag_draw=True, **extra_params)

Plots a collection of data samples and predictions in a panel.

vis.save_fig(baseFilename, extraLabel, flag_verbose=0, dpi_set=200, flag_pdf=False)

Saves figures to disk.