umap-learn

Package — MLPython 3.7+Advanced

Uniform Manifold Approximation: dimensionality reduction and visualization

Quick Info

Documentation
Official Docs
Python Version
3.7+
Dependencies
NumPy, SciPy, scikit-learn, numba, pynndescent, tqdm
Install
pip install umap-learn

Learn by Difficulty

Quick Example

python
# Install: pip install umap-learn
import umap_learn

# Basic umap-learn usage
print(f"Using umap-learn")
# See documentation for detailed examples

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

Try in Playground

Tags

packagemachine-learningaimodeling