This article exposits a contemporary systematical understanding and interpretation of Buddhist philosophy, that belong to different tradition of Indian, Chinese and Japanese Buddhism. There are twelve kind of Buddhist theory of my exposition. Beside the construction of systematical understanding of Buddhist philosophy, I tackle also the contemporary Buddhist philosophy, for example, the critical Buddhism and the Kyoto school.