For this project, we use the Conda package manager to manage dependencies. Follow the instructions below to install Miniconda for your operating system.

1. Open a command prompt (cmd).
2. Run the following commands to quickly and silently install Miniconda:

   curl https://repo.anaconda.com/miniconda/Miniconda3-latest-Windows-x86_64.exe -o miniconda.exe
   start /wait "" .\miniconda.exe /S
   del miniconda.exe

3. Close the command prompt.

1. Open a terminal.
2. Run the following commands to quickly and silently install Miniconda:

   mkdir -p ~/miniconda3
   curl https://repo.anaconda.com/miniconda/Miniconda3-latest-MacOSX-x86_64.sh -o ~/miniconda3/miniconda.sh
   bash ~/miniconda3/miniconda.sh -b -u -p ~/miniconda3
   rm ~/miniconda3/miniconda.sh

3. After installing, close and reopen your terminal application or refresh it by running the following command:

   source ~/miniconda3/bin/activate
   conda init --all

1. Open a terminal.
2. Run the following commands to quickly and silently install Miniconda:

   mkdir -p ~/miniconda3
   wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh -O ~/miniconda3/miniconda.sh
   bash ~/miniconda3/miniconda.sh -b -u -p ~/miniconda3
   rm ~/miniconda3/miniconda.sh

3. After installing, close and reopen your terminal application or refresh it by running the following command:

    source ~/miniconda3/bin/activate
    conda init --all

We use conda to manage the Python environment for this project.

Run the following command in the project directory:

conda env create -f environment.yml

Run the following command:

conda activate ml

Run the following command:

conda deactivate

After completing the project, you can remove the environment by running the following command:

conda env remove -n ml

Note: The environment name is ml. You can change it by modifying the name field in the environment.yml file.