NVIDIA's RAPIDS cuDF has been enhanced, significantly improving pandas performance on large datasets. The update enables data scientists to accelerate workloads by up to 30x without requiring code changes. cuDF is a Python GPU DataFrame library designed for data loading, joining, aggregating, and filtering.

Source: https://Blockchain.News/news/nvidia-rapids-cudf-enhances-pandas-performance