Inclusion complexes are provided containing a targeted carrier non-covalently associated with an active agent. The targeted carrier includes an inclusion host that binds the active agent or a binding partner attached to the active agent. The targeted carrier includes a targeting moiety attached to the inclusion host or to a polymer or linker attached thereto. Pharmaceutical formulations of the inclusion complexes are provided. Methods of making the inclusion complexes and formulations thereof are provided. Methods of using the inclusion complexes and formulations are provided. In some embodiments the inclusion complex includes a progesterone or estrogen targeting moiety that targets the inclusion complex to cancer cells. The targeting can cause internalization of the active agent in the target cells. In some embodiments the active agent is an anthracycline such as doxorubicin and the target cells are cancer cells.