Build and train neural networks from scratch

Note: The parameters in the neuron are initialized randomly. Get the function value 0.55…, the neural network at this time is an untrained network. The calculation of the gradient is complicated, especially for deep neural networks. Back Propagation Algorithm is an algorithm specifically designed to calculate the gradient of a neural network. Due to its complexity, it will not be described here.