Update intuition.tex

codomain dimension of derivative
Merge pull request #45 from Alexander-N/patch-3

Update intuition.tex
Update rigorously.tex

brackets
Merge pull request #47 from Alexander-N/patch-1

Update rigorously.tex
Update gradient.tex
Merge pull request #48 from Alexander-N/patch-2

Update gradient.tex