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Diabetes Diagnosis

Live Application : View

A simple web application that predicts if a person is diabetic or not with the help of given input values:

  • Age
  • Fasting Plasma Glucose
  • Diastolic BP
  • Systolic BP
  • BMI
  • Average Blood Sugar
  • Waist Circumference
  • Hip Circumference
  • Cholestrol
  • OGTT

Research Paper : Click Here

Requirements

  • Click==7.0
  • Flask==1.1.1
  • gunicorn==19.9.0
  • itsdangerous==1.1.0
  • Jinja2==2.10.1
  • MarkupSafe==1.1.1
  • Werkzeug==0.15.6
  • numpy==1.19.2
  • pandas
  • scikit-learn
  • tensorflow-cpu

Run on your PC

  • Install all the requirements
  • Clone the repository in your PC
  • Run the app.py file through CMD