Kotf is an open source, end to end data science pipe line that runs on the gpu. It's basically a very similar library to pandas, the difference being that it runs on theg u. We don't have a hundred parody with like the pandas library, but we have enough that a lot of fortune 500 companies that pick up and use us are able to easily transition their existing code and pandas to cutaright.