Abstract: ASCENDS is a toolkit that is developed to assist scientists or any persons who want to use their data for machine learning. There exist many tools available for data scientists, but most of them require programming skills or overly complex for users who have little coding experiences. This software provides a set of simple but powerful tools for non-data scientists to be able to intuitively perform various advanced data analysis and machine learning techniques with simple interfaces (a command-line interface and a web-based GUI). The current ve...
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