The final report should be in a double-column format with 10 pages including 9 pages of content and 1 page of references. If you want to add more tables, figures, and the associated analysis, please put them in the appendix.
Your report will be evaluated according to the following criteria:
1. Title, Author(s)
2. Abstract: Briefly describe your problem, approach, and key results.
3. Introduction (5%): Describe and define the problem you are working on. Why is it important? Include an
overview of your methods and results.
4. Related Work (5%): Discuss published works or approaches that are related to your project. Whats the benefit or drawback of the previous works? What kind of problems have they solved? How is your approach similar or different from others?
5. Data (10%): Describe the data you are working with for your project. What type of data is it? Where did it come from? How much data are you working with? Did you have to do any preprocessing, filtering, feature engineering, or other special treatment to use this data in your project?
6. Methods (25%): Discuss your approach for solving the problems that you set up in the introduction. Why is yo
approach the right thing to do? Did you consider alternative approaches? Have you tried some methods that didnt work out? It may be helpful to include figures, diagrams, or tables to describe your method or compare I with other methods.
7. Experiments (20%): Discuss the experiments that you performed to demonstrate your approach solves the problem. The experiments will vary depending on the project, but you might compare with previous methods, determine the impact of the components of your system, experiment with different hyper-parameters, architectures, or algorithms, use visualization techniques to gain insight into how your model works, etc. Graphs Tables and figures are highly recommended to be included to illustrate your experimental results.
8. System Overview (25%): Describe the software architecture and tech stacks of your application. Discuss potential bottlenecks and improvements that could be made. Mention the software packages that you used. Mention how to use your application. You could provide screenshots of your application.
9. Conclusion (5%): Summarize your key results. What have you learned? What problems have you discovered a solved? Suggest ideas for future extensions or new applications.
10. Writing / Formatting (5%) Is your paper clearly written and nicely formatted?
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