Installation

PyAGC is available for Python >= 3.10, PyTorch >= 2.6.0, PyTorch Geometric >= 2.7.0.

Note

We do not recommend installation as a root user on your system Python. Please setup a virtual environment, e.g., via venv, Anaconda/Miniconda, or create a Docker image.

Install from PyPI

The easiest way to install PyAGC is via pip:

pip install pyagc

Install from Source

For the latest development version:

git clone https://github.com/Cloudy1225/PyAGC.git
cd PyAGC
pip install -e .

With Optional Dependencies

For Triton-accelerated clustering:

pip install pyagc[triton]

For full development setup including testing:

pip install pyagc[dev]

Verify Installation

To verify your installation:

import pyagc
print(pyagc.__version__)

# Check available modules
from pyagc import models, clusters, encoders
print("PyAGC is successfully installed!")