Giter Club home page Giter Club logo

thenomaniqbal / diabetes-prediction Goto Github PK

View Code? Open in Web Editor NEW
3.0 1.0 0.0 4.56 MB

In this project, we try to predict whether someone is diabetic or not by using data mining techniques and approaches more accurately by combining the results of various machine learning (ML) techniques particularly K-Nearest Neighbors (KNN).

Home Page: https://diabetesprediction404.herokuapp.com/

HTML 0.21% Procfile 0.01% Python 0.06% Jupyter Notebook 99.73%
datamining diabetes-prediction knearest-neighbor-algorithm knn machine svm datascience deeplearning

diabetes-prediction's Introduction

Diabetes-prediction


Logo

Diabetes-prediction

In this i've tried to predict the probability of a person having diabetes based on some data fields...
View Deployment On Heroku »

View Codes · Report Bug / Documentation / Paper -> [email protected]

Table of Contents

Project

thenomaniqbal, Diabetes-prediction, [email protected]

Built With

Getting Started

Clone the repo and extract it ....

Prerequisites

This is the list of things you need to use the software and how to install them.

  • Python
Version python 3.8 <
  • Pandas
  • sklearn
  • numpy
  • matplotlib
  • flask

Installation

  1. Clone the repo
git clone https://github.com/thenomaniqbal/Diabetes-prediction.git

  1. Install Python Libraries
pip install pandas,sklearn,numpy,matplotlib,flask

  1. Required Imports:
import numpy as np
import pandas as pd
import matplolib.pyplot as plt
from flask import Flask,request, url_for, redirect, render_template
import pickle

Contributers

Noman Iqbal, Ismahane Merzouk, Mashood Ali

Contact

Name - NomanIqbal

Project Link: https://github.com/thenomaniqbal/Diabetes-prediction/

References

  • Stackoverflow
  • flask

diabetes-prediction's People

Contributors

thenomaniqbal avatar

Stargazers

 avatar  avatar  avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.