The KF_MNIST.ipynb notebook is designed to show Kubeflow Pipelines functionality.
You can run this notebook in MiniKF on your local machine. Instructions on how to install Kubeflow on a Kubernetes cluster can be found here. This resource also includes instructions on creating Jupyter Notebooks.
Once Kubeflow is installed, create a Notebook. Once your notebook is ready, you should be able to clone the current repository by opening it and navigating to New -> Terminal.
In the terminal, run the following command:
git clone https://github.com/learnk8s/kubeflow-pipelines-demo.git
Once cloned, if you switch back to the notebook, you will see kubeflow-pipelines-demo folder which will include the KF_MNIST.ipynb notebook.
At the end of the execution of the notebook, in Kubeflow dashboard, navigate to Pipelines -> Experiments and you should see the experiment that notebook just created in the pipelines.
If you would like to look at some sample pipelines check out the following repos: