OneHot

One-hot encodes the given indices.

Abstract Signature:

OneHot(x: Tensor, num_classes: int)

PyTorch

API: torch.nn.functional.one_hot
Strategy: Direct Mapping
Official Docs ↗

JAX (Core)

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

Keras

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

TensorFlow

API: tf.one_hot
Strategy: Direct Mapping
Official Docs ↗

Apple MLX

API: —
Strategy: Plugin (mlx_one_hot_shim)

Flax NNX

API: flax.nnx.one_hot
Strategy: Direct Mapping
Official Docs ↗