abhisheks008 / ML-Crate

ML-Crate stands as the ultimate hub for a multitude of exciting ML projects, serving as the go-to resource haven for passionate and dedicated ML enthusiasts!🌟💫 Devfolio URL, https://devfolio.co/projects/mlcrate-98f9

https://quine.sh/repo/abhisheks008-ML-Crate-409463050

MIT License

179 stars 214 forks source link

Medical Recommendation System #642

Closed Shiroirose closed 2 weeks ago

Shiroirose commented 2 weeks ago

Pull Request for ML-Crate 💡

Issue Title: Medical Recommendation System

Info about the related issue (Aim of the project) : This project aims to diagnose patients based on given symptoms and predict the disease and provide details about it, like workouts, precautions, medications and diets.
Name: Sebonti Patra
Email ID for further communication: sebo1910kol@gmail.com
GitHub ID: https://github.com/Shiroirose
Idenitfy yourself: SSOC'03 2024 Contributor

Closes: #631

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

-loaded the dataset

did a comprehensive EDA on the dataset and plotted histogram and heatmap to find relation between all features
used libraries to train 8 different models and check for highest accuracy
chose the best model for prediction of the disease
made a prediction model which takes in symptoms from the patient and outputs the disease along with its details

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? ⚙️

-i have trained the models in Jupyter Notebook

2 tests have been run to check for the correct predicted disease , and one test to give the predicted disease and all details in the notebook
Please install all required dependencies and run each cell of the notebook provided sequentially

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 2 weeks ago

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

Shiroirose commented 2 weeks ago

Approved @Shiroirose

thank you sir