Foundations

Probability distribution

stable definition

Definition

A probability distribution assigns nonnegative probabilities to possible outcomes such that the total is one.

Distinguish it from nearby terms

A model's logits are raw scores; normalization produces the distribution used for sampling or prediction.

Check your understanding

Given candidate probabilities, verify normalization and describe the most likely versus a sampled outcome.