No, Eleanor Marx and Edward Aveling were never married. They were in a long-term relationship, but they never got married. This was likely due to the fact that Eleanor Marx was a socialist and she believed that marriage was an oppressive institution.
The Marvelous Mind of Edward Aveling: An Engaging English Quiz