The Swede missed the team's first 28 games of the season due to a well-documented contract dispute, which ended when he signed a six-year deal minutes before the Dec. 1 deadline.
Nylander, 22, notched 61 points in each of the last two seasons with the Leafs.
Toronto posted a 20-8-0 record in Nylander's absence.
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