Metadata-Version: 2.1
Name: phiflow
Version: 2.0.0
Summary: Differentiable PDE solving framework for machine learning
Home-page: https://github.com/tum-pbs/PhiFlow
Author: Philipp Holl
Author-email: philipp.holl@tum.de
License: MIT
Download-URL: https://github.com/tum-pbs/PhiFlow/archive/2.0.0.tar.gz
Description: # PhiFlow
        
        [**Homepage**](https://github.com/tum-pbs/PhiFlow)
        &nbsp;&nbsp;&nbsp; [**Documentation**](https://tum-pbs.github.io/PhiFlow/)
        &nbsp;&nbsp;&nbsp; [**API**](https://tum-pbs.github.io/PhiFlow/phi)
        &nbsp;&nbsp;&nbsp; [**Demos**](https://github.com/tum-pbs/PhiFlow/tree/develop/demos)
        &nbsp;&nbsp;&nbsp; [<img src="https://www.tensorflow.org/images/colab_logo_32px.png" height=16> **Fluids Tutorial**](https://colab.research.google.com/github/tum-pbs/PhiFlow/blob/develop/docs/Fluids_Tutorial.ipynb#offline=true&sandboxMode=true)
        &nbsp;&nbsp;&nbsp; [<img src="https://www.tensorflow.org/images/colab_logo_32px.png" height=16> **Playground**](https://colab.research.google.com/drive/1zBlQbmNguRt-Vt332YvdTqlV4DBcus2S#offline=true&sandboxMode=true)
        
        PhiFlow is an open-source simulation toolkit built for optimization and machine learning applications.
        It is written mostly in Python and can be used with NumPy, TensorFlow or PyTorch.
        The close integration with machine learning frameworks allows it to leverage their automatic differentiation functionality,
        making it easy to build end-to-end differentiable functions involving both learning models and physics simulations.
        
        ## Installation
        See the [installation Instructions](https://tum-pbs.github.io/PhiFlow/Installation_Instructions.html).
        To install the latest stable version of PhiFlow:
        ```bash
        $ pip install phiflow dash plotly imageio
        ```
        
Keywords: Differentiable,Simulation,Fluid,Machine Learning,Deep Learning
Platform: UNKNOWN
Classifier: Development Status :: 5 - Production/Stable
Classifier: Intended Audience :: Developers
Classifier: Topic :: Software Development :: Build Tools
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Description-Content-Type: text/markdown
