Predicy

A simple machine learning based web application built with Flask to predict real estate prices in New Delhi.

Notebook Setup

• 1- Go to the Anaconda website to install Anaconda, it's preferable to have the latest version of Python for the appropriate architecture.

• 2- Use Jupyter or Jupyter lab to open up the notebook.

Application Setup

• 1- Use the requirement.txt file to install the dependencies:

     pip install -r requirements.txt
  

  Virtual Environment Configuration (optional)

  • a- Create a new virtual environment using the following command:

       python3 -m venv <name_of_virtualenv>
    

  • b- Install the dependencies as highlighted below using the requirement.txt file:

       pip install -r requirements.txt
    

  • c- Make sure all dependencies are installed correctly:

       pip freeze
    

• 2- Run the Flask server using the following command:

     python run.py
  

• 3- Navigate to http://127.0.0.1:5000/ and start playing around with Predicy.