PyTorch
API: —
Strategy: Custom / Partial
Keras
API: keras.metrics.Metric
Strategy: Direct Mapping
TensorFlow
API: tf.keras.metrics.Metric
Strategy: Direct Mapping
Apple MLX
API: —
Strategy: Custom / Partial
Flax NNX
API: flax.nnx.Metric
Strategy: Direct Mapping
PaxML / Praxis
API: praxis.metric_utils.Metric
Strategy: Direct Mapping