PyTorch
API: torch.sin_
Strategy: Direct Mapping
JAX (Core)
API: jax.numpy.sin
Strategy: Macro '{input} = jnp.sin({input})'
NumPy
API: numpy.sin
Strategy: Macro '{input} = np.sin({input})'
Keras
API: keras.ops.sin
Strategy: Macro '{input} = keras.ops.sin({input})'
TensorFlow
API: tf.math.sin
Strategy: Macro '{input} = tf.math.sin({input})'
Apple MLX
API: mlx.core.sin
Strategy: Macro '{input} = mx.sin({input})'
Flax NNX
API: jax.numpy.sin
Strategy: Macro '{input} = jnp.sin({input})'
PaxML / Praxis
API: jax.numpy.sin
Strategy: Macro '{input} = jnp.sin({input})'