umap-learn
CommunityUMAP dimensionality reduction for visualization.
Data & Analytics#visualization#UMAP#preprocessing#clustering#transform#dimensionality-reduction#HDBSCAN
Authorjackspace
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Provides fast nonlinear dimensionality reduction for visualization, preprocessing, and clustering with optional supervised or parametric variants.
Core Features & Use Cases
- 2D/3D embeddings for visualization and clustering prep
- Supervised and semi-supervised options
- Parametric UMAP for transforming new data
- Broad applicability across numerical and text data
Quick Start
Install umap-learn, standardize features, fit an embedding, and visualize results.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: umap-learn Download link: https://github.com/jackspace/ClaudeSkillz/archive/main.zip#umap-learn Please download this .zip file, extract it, and install it in the .claude/skills/ directory.