Organize Dataset Files and Folder Structure

[SaranDharshanSP]

Description

The dataset structure in the repository is cluttered and lacks clear organization. Files and subdirectories are mixed together without a proper hierarchy, which makes it hard to navigate and identify relevant datasets.

Current Issues

• Datasets are scattered across subfolders (as, bs, baselines, dataset) and the main Dataset directory.
• File names like A11_K.csv, B11_K.csv, and rest_eeg_K.csv do not follow a clear naming convention.
• Audio files like hello_1.wav are placed alongside unrelated files.
• No documentation exists to explain the structure or contents.

Suggested Fix

1. Reorganize the Directory Structure:

2. Improve File Naming Conventions:

• Use meaningful and consistent file names (e.g., subject_A11_data.csv or resting_eeg_01.csv).
• Differentiate categories clearly in the file names.

3. Add Documentation:

• Include a README.md inside the Dataset/ folder to explain:
  • Folder contents and purpose.
  • File descriptions (e.g., what A11_K.csv and rest_eeg_K.csv represent).
  • Usage instructions for the datasets.

4. Verify and Clean Up:

• Check for redundant or outdated files and remove them.

Expected Outcome

• A clean and intuitive dataset structure.
• Improved readability and easy navigation for contributors and users.
• Clear documentation describing the dataset content.

[aswath-siddharth]

Hi, I have worked on a few ML projects and been doing a course on Neural networks, I wish to work on this issue can you assign me this @SaranDharshanSP

[SaranDharshanSP]

Hi, I have worked on a few ML projects and been doing a course on Neural networks, I wish to work on this issue can you assign me this @SaranDharshanSP

Hey @aswath-siddharth , you've been assigned this issue under Amrita Winter of Code! Please ensure to raise a PR by 26/12/2024, or it will be reassigned to someone else. Best of luck! 🫡

[adithya-menon-r]

Hey @SaranDharshanSP, I would like to solve this issue if there is no progress.

[priyansh-narang2308]

@SaranDharshanSP Hi I would like to contribute if no progress..

[priyansh-narang2308]

Hey @SaranDharshanSP The audio files named hello_1 and hello_b
what should i rename it though? should i leave it as it is though i changed its directory and have put it inside the dataset folder but rename?

[adithya-menon-r]

Hey @SaranDharshanSP, shouldn't I be assigned the issue? I had posted a comment for it before...

[SaranDharshanSP]

Hey! Noticed that you've already been assigned issues under two other repositories. Please complete those and raise PRs before requesting this issue. Excited to see your contributions!
@adithya-menon-r @priyansh-narang2308 both of you

[priyansh-narang2308]

Hey @SaranDharshanSP I have only been assigned to molecule visualiser and I have told them to unassign the issue as I was unable to complete it by the deadline so I asked for this issue and it's almost completed so please can I do this one

[SaranDharshanSP]

amri-tah/LeetPath#5
Ashrockzzz2003/Data_Structures_and_Algorithms#57

what about this then ? @priyansh-narang2308