Artificial Intelligence By Example

Transformation functions – the quantum function

The situation function has produced a qubit line number with labels (concepts and images). Each line also possesses a sentiment analysis polarity expressed in normalized values from 0 to 1 in probabilistic format. Negative is close to 0, positive close to 1, and the intermediate values give a more detailed approximation. 0.4 to 0.6 is a turning point.

This first transformation into another dimension is the first step to initialize quantum transformation function. The quantum transformation function consists in initializing the first column of all 16 qubits with a quantum gate.

Just like datasets were transformed into principal component features, the polarity transformation function enables ...