Welcome to PaCMAP’s documentation!

PaCMAP is a Python library for dimensionality reduction that can be used for robust data visualiztion. PaCMAP optimizes the low dimensional embedding using three kinds of pairs of points: neighbor pairs (pair_neighbors), mid-near pair (pair_MN), and further pairs (pair_FP).

Check out the Usage section for further information, including how to Installation the project.

Note

This project is under active development.

Contents

Usage

Installation

To use PaCMAP, first install it using pip:

(.venv) $ pip install pacmap

This page is still under construction. Check back later!

API