Hey man, first install python libraries such as Numpy, Scipy, Pandas and flask-restplus
(I'll recommend you to install Anaconda since it comes with everything)
Then run Python loan_flask.py
UI will start running on localhost:5000
Subsequently, you can only use curl request
curl -X POST
--header "Content-Type: application/x-www-form-urlencoded"
--header "Accept: application/json"
-d "NumberOfOpenCreditLinesAndLoans=12"
-d "NumberRealEstateLoansOrLines=0"
-d "age=32"
-d "DebtRatio=1.247340213"
-d "NumberOfDependents=0"
-d "MonthlyIncome=12500"
-d "RevolvingUtilizationOfUnsecuredLines=0.319779462"
-d "NumberOfTimes90DaysLate=12"
-d "NumberOfTime60-89DaysPastDueNotWorse=0"
-d "NumberOfTime30-59DaysPastDueNotWorse=0"
"http://localhost:5000/approve_loan/"
I've used some of my own code for classifier and referred a tut for creating localhost api. let me know if you're stuck somewhere.
Kudos, Naman