Neural Networks – NN

Hiding the details - the Module class

NN

code

How to build a NN model? When you drive a car you don’t see all car and engine parameters. Even when an engineer designs a car he don’t know details about each component…

Krasin Georgiev

The Loss

NN

The loss function determines the output of the neural network. The output layer is not necessarily trained to be equal to the target.

Krasin Georgiev

Gradients, broadcasting and backpropagation

NN

Let’s have \(y = w \cdot x + b\). Application of the rules of differentiation is simple, e.g.

Krasin Georgiev

Welcome to my blog

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This is the first post in a Quarto blog. Welcome!