Projects.md

Projects

You may choose following projects.

1. Implement a recent research paper.
   • You need to implement it in a different framework than available code. If available code is in keras, you can implement using pytorch or gluon mxnet.
   • You need to repeat the experiments and note the different results between the paper and your output code
   • You will write a report that summarizes paper and its contributions.
   • In the same report, you will note the difficulties you encountered.
   • You will present your paper and results.

Always check the paper with me. And inform me about your paper of choice via email.

2. Enter a Kaggle competition. Kaggle competition you enter should not be a getting started or example competition.

3. You can use interesting Kaggle Dataset or any other dataset. Check with me.

Project Report Template

1. Introduction

   1. Team members
   2. What team members did for project

2. Problem Description

3. Dataset Description

   1. Where to download
   2. Any preprocessing
   3. problems encountered???

4. Neural Network Architecture used

   1. If any known architecture used reference it.
   2. if your own trial, explain a bit.
   3. you can use visualization of NN in this part too.

5. Training testing results

   1. some figures

6. Conclusion

I prefer brief reports to long reports.

Plagiarism

• What is it?
• How to avoid it.

Academic Phrase Bank

Using common sentence structure in your reports is not Plagiarism. You can easily take skeleton structure of common sentence and use it in your reports. A good example for common skeleton sentences in academic writing is in following Academic Phrase Bank web site .

An example from Academic Phrase bank site: "Referring to data in a table or chart"

		an overview of …
Table1	shows	the breakdown of X according to …
Figure 1	compares
	presents
	...

Editing vs Drafting

Some useful tools

1. Online table creation in markdown. Markdown is markup language for jupyter notebooks.