Feature/decouple projection kmeans embed explore#29
Open
NetZissou wants to merge 3 commits into
Open
Conversation
Make projection & clustering as separate independent steps following the changes in the precalculated application. The workflow: - Embed -> extract embeddings from local images - Project to 2D -> execute dim reduction, produce x/y scatter plot, no cluster labels, nor coloring. - KMeans Clustering -> optional, adds a KMeans (k=N) column to the existing plot tabular df. As clustering became optional step, the file service modules, repartition services code are also adapted for compatibility. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Save tab changes - hide Save/Repartition controls until at least one KMeans run exists (previously warnings on click) - Add a single KMeans result selector Clustering summary changes: - Cache summary_df and representatives per kmeans_col instead of overwriting on each new KMeans run - Summary panel gets a KMeans result selector as well Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
NetZissou
added
enhancement
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
1 participant
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Dependency Update
Bump
cuml-cu12&cuml-cu13to stay compatible withsklearn>=1.8Feature Updates
Decoupled side bar
After projection
Save & Cluster summary disabled without clustering
Clustering
Perform multiple clusterings, label projection accordingly.
Browse cluster summary accordingly.
Save & Repartition based on specific clustering results.