Kernel 5.5 and CUDA

Does anyone know how to get CUDA installed on Linux Kernel 5.5? The Nvidia repository for the CUDA toolkit included 440.33.01 which is not compatible with Kernel 5.5+, but when I attempt to install Cuda with the newer 440.64 it tells me that Cuda cannot be installed without removing the current driver and install the depreciated one.

Is there a solution to this?