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Does someone know how to create web app based on sklearn ml model?

https://github.com/nemanjaKostovski/MLmodel In this link is github repo of my so far trying of making a simple web app. This is the first time I'm trying to make a web app for machine learning model. I'm having trouble understanding the part of prepping the model for creation of API. That is probably where I made the first mistake. Second is probably in the "POST" method. What I'm trying to do is make a simple little app that will predict what alloy is required for getting the mechanical values that will be requested in input forms. It should output chosen alloy after the click on submit button. What would be neat is if I could get Temper and Hours in oven to show besides Alloy, but that will probably require a remake of ML model. I'll continue poking myself, but hopefully someone experienced can help me to create this app. Since there are many different code snippets, I hope It's alright to just post a github link here with all the code. I plan to post this mini app on Heroku when I'm finished. PS requirements might be wrong, I went through few tutorials and I'm not sure now what I am using.

25th Oct 2020, 4:34 PM
Nemanja Kostovski
Nemanja Kostovski - avatar
1 Odpowiedź
+ 1
Well, anyway, I managed to sort out where my problems lied. If anyone is interested, you can check out my web app in link bellow. Cheers. http://alumil-alloys.herokuapp.com/
27th Oct 2020, 2:09 PM
Nemanja Kostovski
Nemanja Kostovski - avatar