Preparing for an OpenAI interview:) Fingers crossed it works out!
The framework includes the implementation of operations with both NumPy forwarding and backwarding, along with a function to calculate gradients using the numerical method. Additionally, np.dot can be replaced with multi-process or multi-threading for improved performance, just for practice.