HF RL Explorer

Task: Demonstrate the Equivalence Between Embedding Layer and Dense Layer in Keras

Task: Demonstrate the Equivalence Between Embedding Layer and Dense Layer in Keras: a task in Terminal-Lego-15k (Harbor dataset). Write a Python script that empirically demonstrates that a Keras Embedding layer is functionally equivalent to the two-step process of one-hot encoding inputs followed…

The task

Write a Python script that empirically demonstrates that a Keras `Embedding` layer is functionally equivalent to the two-step process of one-hot encoding inputs followed by a `Dense` layer (without bias). Prove this by showing that both approaches produce identical outputs when given the same weights.

Part of PrimeIntellect/Terminal-Lego-15k.