Reduce dimensions and create embeddings
umap-learnskillsetup L2★27,559
K-Dense-AI/scientific-agent-skills ↗What it does
Reduce high-dimensional data for visualization
Best for
When visualizing high-dimensional data in lower dimensions.
Inputs
- · Text input
Outputs
- · Tensor or embedding
Requires
- · UMAP
- · scikit-learn
Preconditions
Python 3.9+
Trust signals
- · Documented code examples
- · Version compatibility matrix