How can I create custom layers in TensorFlow.js?

How can I create custom layers in TensorFlow.js?

To create custom layers in TensorFlow.js, you can extend the Layer class and implement the necessary methods.

What methods do I need to implement for a custom layer?

You need to implement the build method to define the layer's weights and the call method to specify the forward pass.

Can you give me an example of a custom layer?

Sure! Here's a simple example of a custom Dense layer that applies a linear transformation.

How do I use this custom layer in a model?

You can use your custom layer just like any other layer in TensorFlow.js by adding it to your model's layers array.