tensorflow / tensorflow/tensorboard
[projector] option to download file of T-SNE clusters
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- Dominant language
- TypeScript
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Description
Hi,
I am trying to use TensorBoard to make clusters for an un-labelled data(1 column of sentences) which i can label to their respective categories for further use. Right now i have to extract them manually(copy-pasting the nearest neighbour) which is a tedious task. Can someone help me someway or maybe the developers contributing to TensorBoard provide some button (somewhat similar as in Scalar Dashboard) which can link the output of cluster formed by embeddings after multiple iterations to a file (csv or excel) for further uses for labeling these clusters?
Clusters formed after dimensionality reduction by T-SNE are useful in Visualization but i need to document them too. I believe, we might have lot of developers who might need this feature. Can someone please take this request?
Any help is truly appreciated :)
Contributor guide
First steps
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Research direction
The request concerns the Projector and compares the desired behavior with the Scalar Dashboard download option. Start by tracing how T-SNE cluster and nearest-neighbor data are exposed in the Projector, then establish what exported data should contain and how completion will be verified. No file or test is named in the issue.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- tensorflow, typescript
- Domain
- data-visualization, machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100