[Project Enhancement]: Brain Stroke Prediction using Neural Networks

[Armaan457]

Pull Request for ML-Crate 💡

Brain Stroke Prediction using Neural Networks #605

• Do the data analysis and cleaning of the given data and build a neural network with optimum accuracy for the same.
• Armaan Jagirdar
• armaanjagirdar05@gmail.com
• Armaan457
• Contributor at SSOC'24

Closes: #605

Added a new notebook (ipynb) containing the codes for data cleaning and analysis along with 5 neural networks build on TensorFlow with various layers, activations and regularisers

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? ⚙️

Describe how it has been tested: The accuracy of the models were measured to ensure no underfitting or overfitting occurs, the data was cleaned to ensure no null values interfere.

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 @Armaan457 :)

[abhisheks008]

Why have you removed the existing project files?

[Armaan457]

I'm sorry sir, I wasn't aware about this. What changes should I do now?

[abhisheks008]

I'm sorry sir, I wasn't aware about this. What changes should I do now?

Put the existing files as it is and add your enhanced models/files along with the existing files.

[Armaan457]

Done Sir

[abhisheks008]

Follow the README template and update the new README accordingly. Here is the template, https://github.com/abhisheks008/ML-Crate/blob/main/.github/readme_template.md
@Armaan457

[Armaan457]

Done sir, kindly review and suggest any changes needed.
The readme in in the Model folder inside the New folder

[abhisheks008]

Approved @Armaan457