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This is the READ ME file about the code of the 2681496C MSc project:

The codes can be separated into three parts:

1. The pre-processing of the training data and the model training.
2. The frontend of the project
3. The backend of the project

•	Code of pre-processing of the training data and the model training

In this part, we employ the work from https://github.com/VincentAuriau/Tennis-Prediction. We changed the input file and add some comments to the code.

•	The front end of the project. 

We developed this part with the React.js framework, in this part, we used some components from Bootstrap, https://mui.com/. And we also refer to some tutorials on the YouTube. We list them here: 

https://www.youtube.com/watch?v=TNhaISOUy6Q&list=PL-sC6I42bSE1QqeqENVvbP6hbUQ8nrQtC&index=3&t=214s
https://www.youtube.com/watch?v=oUZjO00NkhY&list=PL-sC6I42bSE1QqeqENVvbP6hbUQ8nrQtC&index=5&t=890s
https://www.youtube.com/watch?v=6qJ8JXWC9IA&list=PL-sC6I42bSE1QqeqENVvbP6hbUQ8nrQtC&index=6

To run this part:
1)	Install node.js
2)	Open the terminal and download React using >> create-react-app
3)	Type >> npm start

•	The backend of this application.

This part was built with the Spring boot MVC framework. Here, we listed out the resources we have referenced:

https://www.youtube.com/watch?v=i-hoSg8iRG0&list=PL-sC6I42bSE1QqeqENVvbP6hbUQ8nrQtC&index=1
https://www.youtube.com/watch?v=O_XL9oQ1_To&list=PL-sC6I42bSE1QqeqENVvbP6hbUQ8nrQtC&index=2&t=2608s
https://www.youtube.com/watch?v=xjMP0hspNLE&list=PL-sC6I42bSE1QqeqENVvbP6hbUQ8nrQtC&index=4&t=3258s
https://www.youtube.com/watch?v=Geq60OVyBPg&list=PL-sC6I42bSE1QqeqENVvbP6hbUQ8nrQtC&index=7&t=2323s

To run this part:
1)	Import the project into Maven
2)	Then run the MembersystemApplication class

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A membership application developed by spring framework

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