PyTorch
API: —
Strategy: Macro 'torch.sqrt(torch.nanvar({a}, dim={axis}, correction={ddof}, keepdim={keepdims}))'
JAX (Core)
API: jax.numpy.nanstd
Strategy: Direct Mapping
NumPy
API: numpy.nanstd
Strategy: Direct Mapping
Keras
API: —
Strategy: Custom / Partial
TensorFlow
API: tf.experimental.numpy.nanstd
Strategy: Direct Mapping
Apple MLX
API: —
Strategy: Custom / Partial
Flax NNX
API: jax.numpy.nanstd
Strategy: Direct Mapping
PaxML / Praxis
API: jax.numpy.nanstd
Strategy: Direct Mapping