Single-cell Analysis / Python package
RAPIDS-singlecell
Run supported single-cell preprocessing and analysis steps on a GPU.
Best fit
Teams with compatible hardware processing expression matrices that are slow on a CPU.
What you need
A compatible NVIDIA GPU, CUDA environment, and an annotated expression object.
What to check
GPU memory and driver compatibility constrain the supported workloads. Performance depends on the dataset and operation.