Using Python, create a Hopfield Network that stores two vectors, $v_{{?}^{?}}1$ and $v_{{?}^{?}}2,$ where the weight matrix, $w_{?},$ is unknown. The program should do the following:

Simulate the Hopfield network for synchronous and asynchronous with all possible initial states $(2^9=512)$ and wait until a stable state is reached

If not, it should be marked as an oscillation

Please provide the following to fulfill my understanding:

The code

What $w_{?}$ should be

The $3$ initial states and the final state, with the number of steps it took to reach the final state.

Any graphs or other data that may be associated with this code