Need to use pandas, but not satisfied with it's performance? CuDF is a pandas-like library, but GPU-native. Is available to compute your dataframes operations on the GPUs :
GitHub - rapidsai/cudf: cuDF - GPU DataFrame Library
https://github.com/rapidsai/cudf