PyTorch
API: torch.fill
Strategy: Direct Mapping
JAX (Core)
API: jnp.full_like
Strategy: Direct Mapping
NumPy
API: numpy.full_like
Strategy: Direct Mapping
Keras
API: keras.ops.full_like
Strategy: Direct Mapping
TensorFlow
API: tf.fill
Strategy: Macro 'tf.fill(tf.shape({input}), {value})'
Apple MLX
API: mlx.core.full
Strategy: Macro 'mx.full({input}.shape, {value}, dtype={input}.dtype)'
Flax NNX
API: jnp.full_like
Strategy: Direct Mapping