Phlower : A Deep Learning Framework for Physical Phenomenon¶

Phlower is a deep learning framework based on PyTorch Ignite especially for physical phenomenon such as fluid dynamics.

Key Features¶

Tutorials are prepared for key features !

  1. Extended Tensor object which enables you to handle physics dimention

  2. Model definition by yaml file

  3. High Level API for scaling, training and predicion

Usage¶

Installation¶

phlower can be installed with pip. Python 3.10 or newer is supported.

pip install phlower

Contents:

Indices and tables¶