Traditional Neural Networks#

Artificial neural networks are inspired by biological neural networks. A simple single-layer neuron is called a perceptron and can easily be implemented it in TensorFlow. Multilayer neural networks can solve more complex multiclass classification tasks. With Keras modular and easy-to-customize neural network models can be built.

These notebooks serve us to practice some DL techniques, and as snippets to build on.

Notes#

Binary classification

Multiclass classification

Number of neurons

1

Number of classes

Activation function

sigmoid

softmax