How to compile WebApp
So assume we had created up a machine learning webapp here.
For all the beginners and new comers, how project structure works and how to compile it
Every project should have these basic files for running a webapp
Create a prediction file for any project you are interested to work on
Deploy it in a model and generate a .pkl file using the algorithm which provides good accuracy
Now, add up .pkl file and .ipynb file
Create requirements.txt file with all the libraries used
Add the dataset file you had used for prediction
To make it in web app, we need 3 files most importantly. That is "app.py", "Procfile" and "index.html"
Here in Procfile, we added the format of how webapp should look
We had added up index.html in "templates" folder. "index.html" file is the face of webapp where we write a front end programming with head, body and footer section
Finally, we deploy it in flask to run the project in browser mode.
To run this project
first clone the project, go to project repo
now we will : run requirements.txt
Once all libraries are installed as given in "requirements.txt" file, we will run our app.
For it, we shall do : run app.py
This would run the webapp in the ip address given in a browser mode
Thank you, hope you understood how webapp works and it can be compiled successfully.