code: def __init__(self, s_space):
      self.s_space = s_space
  
file_path: Hyperactive/hyperactive/optimizers/hyper_gradient_conv.py
imports: import numpy
  import pandas
label_desc: Use image node_id 1 to create a new HyperGradientConv object  with example: obj = HyperGradientConv(s_space)