Logit

Inverse of the sigmoid function.

Abstract Signature:

Logit(input: Tensor, eps: float)

PyTorchJAX (Core)NumPyKerasTensorFlowApple MLXFlax NNX

PyTorch

API: torch.logit

Strategy: Direct Mapping

Official Docs ↗

JAX (Core)

API: jax.scipy.special.logit

Strategy: Direct Mapping

Official Docs ↗

NumPy

API: scipy.special.logit

Strategy: Direct Mapping

Official Docs ↗

Keras

API: —

Strategy: Macro 'keras.ops.log({input} / (1 - {input}))'

TensorFlow

API: tf.math.atanh

Strategy: Macro 'tf.math.atanh(2 * {input} - 1)'

Apple MLX

API: —

Strategy: Macro 'mlx.core.log({input} / (1 - {input}))'

Flax NNX

API: jax.scipy.special.logit

Strategy: Direct Mapping

Official Docs ↗