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https://github.com/omanshu209/diagnosify-knn
This is a Python - based application that predicts diseases based on the symptoms inputted by the user using machine learning (KNN classifier algorithm).
https://github.com/omanshu209/diagnosify-knn
jupyter-notebook k-nearest-neighbor-classifier kivy kivymd machine-learning python python3 scikit-learn
Last synced: 22 days ago
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This is a Python - based application that predicts diseases based on the symptoms inputted by the user using machine learning (KNN classifier algorithm).
- Host: GitHub
- URL: https://github.com/omanshu209/diagnosify-knn
- Owner: Omanshu209
- License: mit
- Created: 2023-02-17T14:42:14.000Z (about 2 years ago)
- Default Branch: main
- Last Pushed: 2023-08-26T04:21:13.000Z (over 1 year ago)
- Last Synced: 2025-01-30T09:13:30.507Z (22 days ago)
- Topics: jupyter-notebook, k-nearest-neighbor-classifier, kivy, kivymd, machine-learning, python, python3, scikit-learn
- Language: Jupyter Notebook
- Homepage:
- Size: 601 KB
- Stars: 3
- Watchers: 3
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
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Diagnosify
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This is a Python-based app that predicts diseases based on the symptoms inputted by the user. **The app uses a `K-Nearest Neighbors Classifier algorithm` [Machile Learning (A branch of AI)] to predict the disease based on the symptoms**

## Requirements
```
1) Python 33) joblib library (v1.0.1)
4) kivy library (v2.0.0)
5) kivymd library (v1.1.1)
```
## Installation`Install Python 3` from the official website.
`Install the required libraries` using the following commands:
```
pip install -r requirements.txt
```
**OR**
```
pip install joblib==1.0.1 kivy==2.0.0 kivymd==1.1.1
```
## Usage
`Clone` the repository.
```
git clone https://github.com/Omanshu209/Diagnosify_ML.git
```
Open the `terminal` in the cloned directory.`Run` the following command to start the app:
```
python3 main.py
```
`Enter the symptoms` you are suffering from in the search bar.The `app will predict` the disease based on the inputted symptoms.
# Credits
This app and model was developed by **Omanshu**