This is an investigational study. Vorinostat is FDA approved and commercially available for the treatment of cutaneous T-cell lymphoma that has not come back or not responded to prior therapy. CHOP is currently FDA approved for treatment of patients with NHL. The use of vorinostat in combination with CHOP in patients with T-cell NHL is investigational.