Add TensorBoardStatsHandler for 2d_classfication

[KumoLiu]

Fixes #1649

Description

Add TensorBoardStatsHandler for 2d_classfication

Checks

• Avoid including large-size files in the PR.
• Clean up long text outputs from code cells in the notebook.
• For security purposes, please check the contents and remove any sensitive info such as user names and private key.
• Ensure (1) hyperlinks and markdown anchors are working (2) use relative paths for tutorial repo files (3) put figure and graphs in the ./figure folder
• Notebook runs automatically ./runner.sh -t <path to .ipynb file>

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[ericspod]

Extending from our conversation just now on a MONAI 201 notebook, I used this pattern with the bundle tutorials with 03_mednist_classification_v2.ipynb. This is the pattern I'd suggest of a lesson building on a previous one.

[KumoLiu]

Hi @ericspod, do you think for this one we also need to add another tutorial since there only three lines were added?
https://github.com/Project-MONAI/tutorials/blob/39ecb41b480cf2438a3e3d4da9119a2cc26b89a1/2d_classification/mednist_tutorial.ipynb

[ericspod]

Hi @ericspod, do you think for this one we also need to add another tutorial since there only three lines were added?
https://github.com/Project-MONAI/tutorials/blob/39ecb41b480cf2438a3e3d4da9119a2cc26b89a1/2d_classification/mednist_tutorial.ipynb

For this notebook maybe these additions are fine, the monai_101.ipynb was the super-simple notebook I wanted to keep small. Since you're using Tensorboard, is there something that can be added to demonstrate that data within the notebook? I don't know if including Tensorboard in the notebook will render correctly in Github.

[KumoLiu]

Since you're using Tensorboard, is there something that can be added to demonstrate that data within the notebook? I don't know if including Tensorboard in the notebook will render correctly in Github.

Hi @ericspod, I have added this part, could you please help review it again, thanks!

[ericspod]

Looks good to me!