tensorflow / tensorflow/tensorboard
add an API to set the default projector of embedding
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plugin:projector
type:feature
- Dominant language
- TypeScript
- Stars
- 7.2k
- Forks
- 1.7k
- Avg merge
- 4d 22h
- Merged PRs (30d)
- 1
Description
Now, when I'm using embedding, the projector uses PCA by default, and I have to wait for the PCA to finish computing, then switch to t-SNE. It'll be so nice if I can set the default projector to t-SNE because PCA on large data sometimes is time-consuming and time-wasting if I only want to use t-SNE!
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
The issue concerns the embedding projector's default selection between PCA and t-SNE, but it names no files or tests. Start by locating the embedding projector initialization and its PCA selection path; done means an API can choose t-SNE as the default without first computing PCA.
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