MLModelScope website development with react

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.

Name thesis:degree_name

M.S.

Level thesis:degree_level

Thesis

Discipline thesis:degree_discipline

Electrical & Computer Engr

Grantor

University of Illinois at Urbana-Champaign

Year dc:date

2019

Author dc:creator

• Zhu, Xinrui

Contributors dc:contributor

• Hwu, Wen-Mei

• React
• User Interface
• Machine Learning
• MLModelScope

Statement dc:rights

• Copyright 2019 Xinrui Zhu

Language dc:language

en

Handle dc:identifier

http://hdl.handle.net/2142/105716

OAI identifier oai:identifier

oai:www.ideals.illinois.edu:2142/105716