Inverse Transform?
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- Dominant language
- Python
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Description
Hi!
Cool project! If there any plan to implement an inverse op: embedding -> data ? Something like
http://scikit-learn.org/stable/modules/generated/sklearn.decomposition.PCA.html#sklearn.decomposition.PCA.inverse_transform
Thank you!
Contributor guide
Research direction
The issue names no repository files or tests. Start by reviewing the UMAP embedding API and the linked scikit-learn PCA inverse_transform reference; done means providing a supported inverse operation from embeddings back toward the original data space, with behavior and limitations established.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, scikit-learn
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100