[BUG] Introduce timeout on poor models which struggle to project TSNE manifold

[KristinaUlicna]

Something in the spirit of 👇

import threading

def run_code():
    # Your code to be measured goes here

# Set the threshold time in seconds
threshold_time = 2.0  # Adjust this as needed

# Create a function to run the code with a timeout
def run_code_with_timeout():
    try:
        thread = threading.Thread(target=run_code)
        thread.start()
        thread.join(timeout=threshold_time)

        if thread.is_alive():
            raise TimeoutError(f"Code execution exceeded the threshold time of {threshold_time} seconds")
    except Exception as e:
        raise e

# Call the function to run the code with a timeout
run_code_with_timeout()