Director of Research (if dissertation) or Advisor (if thesis)
Hwu, Wen-Mei
Department of Study
Electrical & Computer Eng
Discipline
Electrical & Computer Engr
Degree Granting Institution
University of Illinois at Urbana-Champaign
Degree Name
M.S.
Degree Level
Thesis
Keyword(s)
React
User Interface
Machine Learning
MLModelScope
Abstract
With the rapid growth of the MLModelScope project, there is an urgent need for a user interface to show users the available resources, functionalities, and facilitate their experiments. The project was designed to develop a website with React for MLModelScope which entailed providing an interactive user interface to easily demonstrate its functionalities. Also, other users can use our platform to run some experiments without setting up the whole system.
In this thesis, we will first give an introduction to MLModelScope and React and also the goal of this project. Then a discussion follows to describe the whole design and development process and the problems we faced in each stage. Next, we dive into the details of the technologies we used and how we dealt with some technical challenges. Finally, we presented our opinions about this project, thoughts for developing in React and plans for further development.
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