How to use Google Colab with a local TensorFlow Jupyter server using Powershell on Windows 10?

I'm trying to learn TensorFlow on Windows 10 using Docker, but I'm stuck at the very beginning of the environment setup.

I followed this: https://www.tensorflow.org/install#download-a-package

And did:

docker run -it -p 8888:8888 tensorflow/tensorflow:latest-py3-jupyter

Then I followed this: https://www.tensorflow.org/tutorials/quickstart/beginner

Problem is when I tried to connect to my local server with Google Colab (using Google Chrome), I get the following error in the docker log:

Blocking Cross Origin API request for /http_over_websocket. Origin: https://colab.research.google.com, Host: localhost:8888

The error is very explicit and Google Colab gave me the solution right away:

jupyter notebook \
--NotebookApp.allow_origin='https://colab.research.google.com' \ --port=8888 \ --NotebookApp.port_retries=0

But, for the life of me, I cannot figure out how to add this parameter to the docker image/container/command/configuration...

What I tried so far:

1. I tried passing the parameters to the docker run command but it doesn't work.
2. I tried running the container without -it and then connect to it to relaunch the server with these parameters but as soon as I stop the Jupyter server, it stops the docker.
3. I tried to specify "-u $(id -u):$(id -g)" when starting the docker, since I get a warning at the container start that I shouldn't connect as the root user... But it's not working, since I'm using PowerShell on Windows 10.

Any help would be appreciated :)