ACI IoT Network Traffic Dataset Analysis

[why-aditi]

Pull Request for ML-Crate 💡

Issue Title: ACI IoT Network Traffic Dataset Analysis

• Info about the related issue (Aim of the project) : Analyze the traffic dataset
• Name: Aditi Kala
• Email ID for further communication: [email protected]
• GitHub ID: https://github.com/why-aditi
• Idenitfy yourself: SSOC'24

Closes: #502

Describe the add-ons or changes you've made 📃

I've implemented 3 models after performing EDA and preprocessing the data

Type of change ☑️

What sort of change have you made:

• Bug fix (non-breaking change which fixes an issue)
• New feature (non-breaking change which adds functionality)
• Code style update (formatting, local variables)
• Breaking change (fix or feature that would cause existing functionality to not work as expected)
• This change requires a documentation update

How Has This Been Tested? ⚙️

Tested on 20% of the dataset

Checklist: ☑️

• My code follows the guidelines of this project.
• I have performed a self-review of my own code.
• I have commented my code, particularly wherever it was hard to understand.
• I have made corresponding changes to the documentation.
• My changes generate no new warnings.
• I have added things that prove my fix is effective or that my feature works.
• Any dependent changes have been merged and published in downstream modules.

[github-actions]

Our team will soon review your PR. Thanks @why-aditi :)

[abhisheks008]

Remove the .idea folder.

[abhisheks008]

Need to implement at least 6-7 models for getting the Intermediate tag else this will be considered as Beginner tag.

[why-aditi]

Need to implement at least 6-7 models for getting the Intermediate tag else this will be considered as Beginner tag.

I'll implement more models

[why-aditi]

Need to implement at least 6-7 models for getting the Intermediate tag else this will be considered as Beginner tag.

I've implemented 6 Models and updated the readme as well. Kindly check

[abhisheks008]

Looks good to me. Approved @why-aditi