TiRank integrates deep learning and statistical analysis to infer phenotype transfer from bulk transcriptomic data to single-cell or spatial transcriptomic data. GPU-accelerated modules rely on PyTorch (>=2.1) and torchvision (>=0.16), which should be installed manually according to the user's CUDA environment.