What is the main difference between stemming and lemmatization?

Stemming comes from the pandas python library while lemmatization comes from NLTK

Stemming can often create non$-$existent words, whereas lemmas are actual words

There is no difference, they are just different python libraries for doing the same thing

Stem words can be looked up in a dictionary while lemmas cannot