clustools 0.3.0

A lightweight Python package providing essential clustering utilities for clustering workflows.

clustools

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A lightweight Python package providing essential clustering utilities for clustering workflows.

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A lightweight Python package that extends scikit-learn's clustering ecosystem with additional algorithms and utilities. Features sklearn-compatible wrappers for Fuzzy C-Means, Faiss-based clustering, and supplementary functions for comprehensive clustering workflows.

Features

TODO

Installation

From PyPI

pip install clustools

or

uv add clustools

From Source

git clone https://github.com/psolsfer/clustools.git
cd clustools
uv sync

Usage

Python API

import clustools

# TODO: Add usage examples

Development

Setup

git clone https://github.com/psolsfer/clustools.git
cd clustools
uv sync

Install the prek git hook

uv run prek install

Running Tests

uv run pytest

Code Quality

uv run ruff check .
uv run ruff format .
uv run mypy src/clustools

Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

Credits

This package was created with Copier and the Copier PyPackage uv project template.