code: def load(self, kwargs):
      # Add functionality for choosing multiple axes
  
      # Choose Parameters
      add_parameter(self, kwargs, "axis", {})
      add_parameter(self, kwargs, "choices", None)
      add_parameter(self, kwargs, "num_chosen", 1)
      add_parameter(self, kwargs, "random_sample", True)
  
      # Derived Parameters
      self.input_shape = {}
      self.augmentation_string = "_choose_"
  
imports: import numpy
  from random import shuffle
  from scipy.sparse import csr_matrix
  from deepneuro.utilities.util import add_parameter
  from deepneuro.augmentation.augment import Augmentation
label_desc: Use image node_id 1 for calling the ChooseData obj's underlying member method code with example usage: obj.load(kwargs) without return types