Softmax

Auto-discovered via Consensus (Score: 2.0)

Abstract Signature:

Softmax(kwargs)

PyTorch

API: torch.softmax
Strategy: Direct Mapping
Official Docs ↗

JAX (Core)

API: jax.nn.softmax
Strategy: Direct Mapping
Official Docs ↗

NumPy

API: scipy.special.softmax
Strategy: Macro 'numpy.exp({logits}) / numpy.sum(numpy.exp({logits}), axis={axis}, keepdims=True)'

Keras

API: keras.ops.softmax
Strategy: Direct Mapping
Official Docs ↗

TensorFlow

API: tf.nn.softmax
Strategy: Direct Mapping
Official Docs ↗

Apple MLX

API: mlx.core.softmax
Strategy: Direct Mapping
Official Docs ↗

Flax NNX

API: jax.nn.softmax
Strategy: Direct Mapping
Official Docs ↗

PaxML / Praxis

API: jax.nn.softmax
Strategy: Direct Mapping
Official Docs ↗