tensorflow / tensorflow/tensorboard
Projector plugin: choose embeddings and reduction hyperparameters before visualization start
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- Dominant language
- TypeScript
- Stars
- 7.2k
- Forks
- 1.7k
- Avg merge
- 4d 22h
- Merged PRs (30d)
- 1
Description
Hello,
passing to the projector page start instantaneously the computation of PCA and the visualization. While sometimes it requires considerable time, it would be useful to first select the desired embeddings and reduction hyperparameter before start.
I suggest so to include a button to start the computation of the reduction and the visualization on click.
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 at the Projector page and trace where PCA, embedding selection, reduction parameters, and visualization begin. Done means users can choose embeddings and reduction hyperparameters before computation, then start reduction and visualization with an explicit button.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- typescript
- Domain
- data-visualization, frontend
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100