Layer

Base class for all layers.

PyTorch

API: torch.nn.Module
Strategy: Direct Mapping
Official Docs ↗

Keras

API: keras.layers.Layer
Strategy: Direct Mapping
Official Docs ↗

TensorFlow

API: tf.keras.layers.Layer
Strategy: Direct Mapping
Official Docs ↗

Apple MLX

API: mlx.nn.Module
Strategy: Direct Mapping
Official Docs ↗

Flax NNX

API: flax.nnx.Module
Strategy: Direct Mapping
Official Docs ↗

PaxML / Praxis

API: praxis.base_layer.BaseLayer
Strategy: Direct Mapping
Official Docs ↗