Armaan457 commented 3 weeks ago

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)
[x] 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: ☑️

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

github-actions[bot] commented 3 weeks ago

Our team will soon review your PR. Thanks @Armaan457 :)

Armaan457 commented 2 weeks ago

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

abhisheks008 commented 2 weeks ago

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 commented 2 weeks ago

Done Sir

abhisheks008 commented 2 weeks ago

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 commented 2 weeks ago

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

abhisheks008 / ML-Crate

[Project Enhancement]: Brain Stroke Prediction using Neural Networks #640

Pull Request for ML-Crate 💡

Type of change ☑️

How Has This Been Tested? ⚙️

Checklist: ☑️