Virtual Environment Set Up

1. Create a virtual environment for the default version:

python -m venv yourenv

(Or)

Create a virtual environment for the specific Python version:

virtualenv -p <paste_python_3.7_path_location> yourenv

2. Activate the virtual environment:

• In Command Prompt (CMD):

yourenv\Scripts\activate.bat

• In PowerShell:

yourenv\Scripts\Activate.ps1

• In Linux:

$ source mlopsenv/Scripts/activate

3. Install ipykernel

pip install ipykernel

4. Set jupyter kernel for the virtual environment

ipython kernel install --user --name=yourenv

5. Select the installed kernel when you want to use jupyter notebook in this virtual environment

6. If you want to freeze your requirements (optional):

pip3 freeze > requirements.txt  # Python3
pip freeze > requirements.txt  # Python2

7. If you no longer need the kernel you can uninstall it (optional):

jupyter-kernelspec uninstall yourenv