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Flask-ML-Application - Fire Trade

A deployable Flask + Flutter based ML application that predicts the stock returns of the next trading day using cutting edge machine learning techniques.


Note: The flutter mobile app only works for Android at the moment.


Mobile App


Creating a new user account

needs

  • create a virtual environment in python.
  • or if you have conda base it's ok to work directly.
  • activate the virtual environment.
  • clone or download the project
git clone https://github.com/pranjalchaubey/Flask-ML-Application.git 
  • change directory to project directory

installing the required libraries

pip install -r requirements.txt

Running Flask App

Linux

export FLASK_APP=app.py
flask run

Windows

set FLASK_APP=app.py
flask run

usage

  • initially user needs to signup for the app or login if already signed-up login image signup image
  • then user selects 5 stocks from the list. select image
  • then based on the user's selection, the Fire Trade AI makes the predictions predict image

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