Files in this item
Files | Description | Format |
---|---|---|
application/pdf ![]() | (no description provided) |
Description
Title: | MLModelScope website development with react |
Author(s): | Zhu, Xinrui |
Advisor(s): | Hwu, Wen-Mei |
Department / Program: | Electrical & Computer Eng |
Discipline: | Electrical & Computer Engr |
Degree Granting Institution: | University of Illinois at Urbana-Champaign |
Degree: | M.S. |
Genre: | Thesis |
Subject(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. |
Issue Date: | 2019-07-18 |
Type: | Text |
URI: | http://hdl.handle.net/2142/105716 |
Rights Information: | Copyright 2019 Xinrui Zhu |
Date Available in IDEALS: | 2019-11-26 |
Date Deposited: | 2019-08 |
This item appears in the following Collection(s)
-
Dissertations and Theses - Electrical and Computer Engineering
Dissertations and Theses in Electrical and Computer Engineering -
Graduate Dissertations and Theses at Illinois
Graduate Theses and Dissertations at Illinois