MLModelScope website development with react

React;User Interface;Machine Learning;MLModelScope

Zhu, Xinrui ; Hwu ; Wen-Mei

关键词: React;    User Interface;    Machine Learning;    MLModelScope;   

Others  :  https://www.ideals.illinois.edu/bitstream/handle/2142/105716/ZHU-THESIS-2019.pdf?sequence=1&isAllowed=y

美国|英语

来源: The Illinois Digital Environment for Access to Learning and Scholarship

【 摘 要 】

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.