PyTorch
API: torch.testing.assert_close
Strategy: Direct Mapping
JAX (Core)
API: numpy.testing.assert_allclose
Strategy: Direct Mapping
NumPy
API: numpy.testing.assert_allclose
Strategy: Direct Mapping
Keras
API: numpy.testing.assert_allclose
Strategy: Direct Mapping
TensorFlow
API: tf.debugging.assert_near
Strategy: Direct Mapping
Apple MLX
API: —
Strategy: Macro 'assert {actual}.allclose({expected}, rtol={rtol}, atol={atol}).item()'
Flax NNX
API: numpy.testing.assert_allclose
Strategy: Direct Mapping