All Notes

Notes from the Khan Academy video series on the Law of Cosines

Roblox's 3D vector type.

Notes from the Deep Learning for Coders (2020) video series by Jeremy Howard and Sylvain Gugger (fast.ai)

An operation between two matrices that produces a new matrix via row-column dot products.

An operation between 2 vectors that returns a number.

A loss function for binary and multi-label classification, also known as log loss.

Resize images to a larger intermediate size before augmenting.

A loss function for multiclass classification: softmax followed by negative log-likelihood.

A measure of how well one probability distribution encodes events from another.

A measure of uncertainty — highest when all outcomes are equally likely, lowest when one dominates.