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:

• Usage
  • Installation
• Module Reference
  • nn
  • PhlowerTensor
  • service
  • settings
• Tutorial
  • Key Features

Indices and tables

• Index

• Module Index

• Search Page