Quick's "Silver Linings Playbook" has already been successfully adapted to the screen with Jennifer Lawrence and Bradley Cooper.
Matt Tolmach is producing with Elizabeth Cantillon, reported Variety.
The book's story revolves around a woman whose marriage to a cheating husband has collapsed. She returns to her hometown and is now determined to clear the name of her favourite English teacher, whose career ended after a classroom scandal.