The present disclosure pertains to compositions that comprise (a) a bioerodible polyester network formed by reaction between reactive species that comprise a polyol and a polycarboxylate, wherein at least one of the polyol and polycarboxylate has a functionality of three or more, and (b) a bioerodible thermoplastic polymer. The present disclosure further pertains to methods of using such compositions and to medical devices that comprise such compositions.