tensorflow / tensorflow/tensorboard
TensorBoard Jupyter Magic HTML Export
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- Dominant language
- TypeScript
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Description
Tensorflow from tf-nightly-2.0-preview
I frequently using jupyter-nbconvert to share my notebooks as HTML since it's easier to host on a static site and be viewable by anyone. I have recently been using the tensorboard magic to get nice graphs of my metrics and loss as I train, but I found that when I export, these graphs are missing.
It would be nice to be able to export the tensorboard interface somehow. When I do the export, graphs and images from matplotlib are always fine so there should be a way to do it, although it might be up to the nbconvert people.
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start by reproducing the TensorBoard magic output in a Jupyter notebook and exporting it with jupyter-nbconvert. Compare the interactive TensorBoard interface with the generated HTML and determine what export boundary is involved. Done means the TensorBoard graphs and images remain viewable in the exported HTML on a static site.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- jupyter-notebook, typescript
- Domain
- data-visualization, frontend
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 30/100