Machine Learning

Urban Land Use Classification from Public Domain Imagery
In this project, we investigate the urban land use dataset from UC Merced that consists of 21 land use categories from various urban areas across the United States.
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Urban Land Use Classification from Public Domain Imagery
CodeT5++: A Pre-trained Programming Language Model for Code Summarization Task
In this paper, we focus on the task of automated code summarization that translates Python source code into a natural language docstring.
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CodeT5++: A Pre-trained Programming Language Model for Code Summarization Task
Will Your Flights be Delayed?
In this project, we seek to address the following question: can weather and airline data collected two hours before the scheduled departure time, predict whether the flight will be delayed 15 minutes or more?
Will Your Flights be Delayed?