Installation

PINA requires torch, lightning, torch_geometric and matplotlib.

Installing via PIP

Mac and Linux users can install pre-built binary packages using pip:

pip install pina-mathlab

To uninstall the package:

pip uninstall pina-mathlab

Installing from source

The official distribution is on GitHub. Clone the repository:

git clone https://github.com/mathLab/PINA

Then install in editable mode:

pip install -e .

Install with extra packages

To install extra dependencies required to run tests or tutorials, use:

pip install "pina-mathlab[extras]"

Available extras include:

• dev — development tools (use this if you want to contribute).

• test — for running tests locally.

• doc — for building the documentation locally.

• tutorial — for running tutorials.

Requirements

PINA is built on:

• PyTorch — deep learning framework.

• PyTorch Lightning — training loop orchestration.

• PyTorch Geometric — graph neural network support.

• Matplotlib — plotting and visualisation.

See Also

• Quickstart guide

• API Reference