Eroxl's Notes
Basis

The basis refers to a set of elements of a vector space in which every element of the relevant vector space can be written in a unique way as a finite combination of elements of the basis.

Formally a set of vectors is a basis of the vector space if and only if

  1. is linearly independent for every subset of .
  2. For every vector in there must be some linear combination of elements of such that they equal .