F1 · Numbers That Learn
Doing It By Hand
Multiply a matrix by a vector yourself, and predict the shape of the result.
Look at a matrix one row at a time. Each row is just a vector, the same length as the input. So each row takes a dot product with the input and hands back one number. Stack those numbers and you have the output. Three rows give three numbers, however long the input is.