code: def inverse_sigmoid(x: jnp.ndarray, eps: float = 1e-5):
      x = x.clip(min=0, max=1)
      x1 = x.clip(min=eps)
      x2 = (1 - x).clip(min=eps)
      return jnp.log(x1) - jnp.log(x2)
  
imports: import functools
  from typing import Sequence, Tuple
  import flax.linen
  import jax
  import jax.numpy
  import ml_collections
  import numpy
  from scenic.projects.baselines.deformable_detr.attention import MultiScaleDeformableAttention
  from scenic.projects.baselines.detr.model import MultiHeadDotProductAttention
label_desc: Use image node_id 1 for calling a global function with example usage: inverse_sigmoid(x, eps) and returns: unknown