To run this project successfull, please follow the following instructions:

First, We need to create a virtual environment venv:

1. Open a terminal and navigate to the project directory.

2. Run the following command to create a virtual environment:

   python -m venv coding_challenge
   

   This will create a new virtual environment named myenv in the current directory.

3. Activate the virtual environment by running the following command:

   For linux systems:

   $ source coding_challenge/bin/activate
   

   For windows sytems:

   $ coding_challenge\Scripts\activate.ps1
   

4. Install the required dependencies by running the following command:

   $ pip install -r requirements.txt
   

5. Add a new kernel to your Jupyter config

   $ ipython kernel install --user --name=coding_challenge
   

6. Run the jupyter notebook using the following command, feel free to stop the server using CTRL+C

   $ jupyter notebook
   

7. Open solution.ipynb to view the solution

8. When you're done working on the project, you can deactivate the virtual environment by running the following command:

   $ deactivate