{"id":{"repo_id":"uiuc","oai_identifier":"oai:www.ideals.illinois.edu:2142/105716"},"canonical_url":"https://search.dev.ndltd.org/etd/uiuc/oai:www.ideals.illinois.edu:2142/105716","repository":{"repo_id":"uiuc","name":"University of Illinois - Urbana-Champaign","base_url":"https://www.ideals.illinois.edu/oai-pmh"},"display":{"title":"MLModelScope website development with react","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.","abstract_html":"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.","abstract_has_math":false,"creators":["Zhu, Xinrui"],"institution":"University of Illinois at Urbana-Champaign","degree_name":"M.S.","degree_level":"Thesis","degree_discipline":"Electrical & Computer Engr","degree_department":null,"school":null,"contributors":["Hwu, Wen-Mei"],"advisors":[],"committee_chairs":[],"committee_members":[],"year":2019,"date_issued":"2019-11-26T20:35:15Z","date_published":"2019-11-26T20:35:15Z","updated_at":"2026-07-22T22:24:44Z","subjects":["React","User Interface","Machine Learning","MLModelScope"],"languages":["en"],"rights":["Copyright 2019 Xinrui Zhu"],"rights_urls":[],"identifier_entries":[]},"links":{"outbound_url":"http://hdl.handle.net/2142/105716","outbound_label":"Handle","outbound_source":"dc:identifier"},"metadata_groups":[{"id":"people","label":"People","entries":[{"key":"dc:contributor","label":"Contributor","values":["Hwu, Wen-Mei"]},{"key":"dc:creator","label":"Author","values":["Zhu, Xinrui"]}]},{"id":"academic_context","label":"Academic Context","entries":[{"key":"dc:date","label":"Dc Date","values":["2019-11-26T20:35:15Z","2019-07-18","2019-08"]},{"key":"dc:type","label":"Dc Type","values":["text"]},{"key":"thesis:degree_discipline","label":"Discipline","values":["Electrical & Computer Engr"]},{"key":"thesis:degree_level","label":"Degree Level","values":["Thesis"]},{"key":"thesis:degree_name","label":"Degree Name","values":["M.S."]},{"key":"thesis:institution_name","label":"Thesis Institution Name","values":["University of Illinois at Urbana-Champaign"]}]},{"id":"subjects_keywords","label":"Subjects and Keywords","entries":[{"key":"dc:subject","label":"Dc Subject","values":["React","User Interface","Machine Learning","MLModelScope"]}]},{"id":"language_rights","label":"Language and Rights","entries":[{"key":"dc:language","label":"Dc Language","values":["en"]},{"key":"dc:rights","label":"Dc Rights","values":["Copyright 2019 Xinrui Zhu"]}]},{"id":"identifiers","label":"Identifiers","entries":[{"key":"dc:identifier","label":"Identifier","values":["http://hdl.handle.net/2142/105716"]}]},{"id":"additional","label":"Additional Metadata","entries":[{"key":"dc:description","label":"Description","values":["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.","Submission original under an indefinite embargo labeled 'Open Access'. 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No. of bitstreams: 2 ZHU-THESIS-2019.pdf: 4481540 bytes, checksum: 1572b46b6a231c4bcb4dcd3b10a3d255 (MD5) LICENSE.txt: 4207 bytes, checksum: ce2ca1bfe524c5a27e0a69149e833c42 (MD5) Previous issue date: 2019-07-18"]},{"key":"dc:format","label":"Dc Format","values":["application/pdf"]},{"key":"dc:title","label":"Title","values":["MLModelScope website development with react"]}]}],"canonical_facts":{"dc:contributor":["Hwu, Wen-Mei"],"dc:creator":["Zhu, Xinrui"],"dc:date":["2019-11-26T20:35:15Z","2019-07-18","2019-08"],"dc:description":["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.","Submission original under an indefinite embargo labeled 'Open Access'. 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