class_docstr: Layer for AutoCorrelation.
class_docstr_tok: ["Layer","for","AutoCorrelation","."]
code: def __init__(
      self, correlation, d_model, n_heads, d_keys=None, d_values=None
  ):
      self.correlation = correlation
      self.d_model = d_model
      self.n_heads = n_heads
      self.d_keys = d_keys
      self.d_values = d_values
  
imports: from sktime.utils.validation._dependencies import _check_soft_dependencies
  import math
label_desc: Use image node_id 1 to create a new AutoCorrelationLayer object  with example: obj = AutoCorrelationLayer(correlation, d_model, n_heads, d_keys, d_values)