/KrenoClass3FastAPI

Primary LanguagePython

KrenoClass3FastAPI

To setup your environment

  1. Open your terminal or on Windows open the Anaconda Terminal
  2. Run conda create --name KrenoC3 python=3.10
  3. Once all the setup is complete then run conda activate krenoC3
  4. Now go into the boilerplate directory by cd
  5. And then perform pip install -r requirements.txt
  6. Once all the libraries are installed
  7. Open visual studio code and open this code
  8. Open the terminal in VSC
  9. In the terminal again run conda activate krenoC3
  10. Finally run uvicorn main:app --reload
  11. Now go to your browser and type http://localhost:8000/
  12. If you see Hello World in JSON then you are good to go

Data Dictionary

Name Sample Unique Values Type
LoanID LP001003 370 String
Gender Male 2 String
Married Yes 2 String
Dependents 3+ 4 String
Education Graduate 2 String
ApplicantIncome 4583 312 Float
CoapplicantIncome 1508.0 178 Float
LoanAmount 128.0 101 Float
Loan_Amount_Term 360 10 Float
Credit_History 1 2 String
Property_Area Rural 3 String

What is the expected output

We want to predict if loan should be passed or rejected. Pass will be 1 and rejected will be 0