umap-learnEasy Examples

Uniform Manifold Approximation: dimensionality reduction and visualization

Getting started with umap-learn

Installation and basic usage of umap-learn.

python
# Install: pip install umap-learn
import umap_learn

# Basic umap-learn usage
print(f"Using umap-learn")
# See documentation for detailed examples
Expected Output
# Expected output shown below
# (Run locally with: umap_learn)

umap-learn is a third-party package. Uniform Manifold Approximation: dimensionality reduction and visualization. Install with: pip install umap-learn

Common umap-learn operations

Frequently used features of umap-learn.

python
# Install: pip install umap-learn
import umap_learn

# Common umap-learn patterns
print(f"umap-learn version: {umap_learn.__version__}")

These are the most commonly used features of umap-learn in everyday development.

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