docstr: Add information about reliability to report
  
  Args:
      notes(str): Explain the block
      visual_result_tuple(tuple): (visual_result_header, visual_result_dict)
         - visual_result_header(str): a header for confusion_matrix,
                                  can be split or round number.
         - visual_result_dict(dict): key-value
              - `gt` (:list of :str): ground truth class label for all samples
              - `probability` (:list of :list): 2D list (N sample * 2) to
                      present probability distribution of each sample
code: def draw_binary_class_reliability_diagram(
      self, notes: str, *, visual_result_tuple: tuple
  ):
      """
      Add information about reliability to report
  
      Args:
          notes(str): Explain the block
          visual_result_tuple(tuple): (visual_result_header, visual_result_dict)
             - visual_result_header(str): a header for confusion_matrix,
                                      can be split or round number.
             - visual_result_dict(dict): key-value
                  - `gt` (:list of :str): ground truth class label for all samples
                  - `probability` (:list of :list): 2D list (N sample * 2) to
                          present probability distribution of each sample
      """
      from xai.graphs import graph_generator
  
      # -- Draw Content --
      if not (notes is None):
          self.html.article[-1].items.append(
              self.html.add_paragraph(text=notes)
          )
  
      images = dict()
      for eval_name, eval_vis_result in visual_result_tuple:
          image_path = "%s/%s_reliability_diagram.png" % (
              self.figure_path,
              eval_name,
          )
          image_path = graph_generator.ReliabilityDiagram(
              figure_path=image_path,
              data=eval_vis_result,
              title="Reliability Diagram",
          ).draw()
          images[eval_name] = image_path
  
      self.html.article[-1].items.append(
          self.html.add_grid_image(srcs=images)
      )
  
imports: from __future__ import absolute_import
  from __future__ import division
  from __future__ import print_function
  import copy
  import os
  import tempfile
  import warnings
  import shutil
  from typing import Tuple, Dict, List
  import numpy
  from xai import MODE
  from xai.data.explorer import CategoricalStats, NumericalStats, TextStats, DatetimeStats
  from xai.formatter.contents import Header, Title, SectionTitle
  from xai.formatter.hypertext_markup.publisher import CustomHtml, Div
  from xai.formatter.report.section import OverviewSection, DetailSection
  from xai.formatter.writer import Writer
label_desc: Use image node_id 36 for calling the HtmlWriter obj's underlying member method code with example usage: obj.draw_binary_class_reliability_diagram(notes) without return types