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Install and Setup — DeepXDE 1.9.2.dev4+gd6e60d1 documentation

Web SciPy Docker ¶ The DeepXDE Docker image is configured to run DeepXDE with the GPU support. You need first to install NVIDIA Docker. Then you can run a Jupyter Notebook …

Deepxde.readthedocs.io

deepxde — DeepXDE 1.9.2.dev4+gd6e60d1 …

Web deepxde.callbacks module¶. deepxde.config module¶. deepxde.gradients module¶

Deepxde.readthedocs.io

Demos of Function Approximation — DeepXDE …

Web Multi-fidelity learning from a dataset

Deepxde.readthedocs.io

Parallel Training — DeepXDE 1.9.2.dev6+g628884e documentation

Web Introduction ¶. DeepXDE utilizes data-parallel acceleration through the Horovod training framework. To compensate for the memory shortcomings of GPUs, batch size can be …

Deepxde.readthedocs.io

Install and Setup — DeepXDE 1.8.0 documentation

Web DeepXDE supports TensorFlow 1.x (tensorflow.compat.v1 in TensorFlow 2.x), TensorFlow 2.x, PyTorch, JAX, and PaddlePaddle backends. DeepXDE will choose the backend on …

Deepxde-copybutton.readthedocs.io

GitHub - lululxvi/deepxde: A library for scientific machine …

Web DeepXDE is a library for scientific machine learning and physics-informed learning. DeepXDE includes the following algorithms: physics-informed neural network (PINN) …

Github.com

DeepXDE — EasyHPC 0.1 documentation - Read the Docs

Web DeepXDE MacOS/Linux Installation Requirements To run DeepXDE on your local machine or a cluster, you need to install these dependencies: TensorFlow 2.x: TensorFlow >= …

Easyhpc.readthedocs.io

The Team — DeepXDE 1.8.0 documentation

Web The Team . DeepXDE was developed by Lu Lu under the supervision of Prof. George Karniadakis at Brown University from the summer of 2018 to 2020, supported by …

Deepxde-copybutton.readthedocs.io

DeepXDE | Read the Docs

Web Read the Docs Log In View Docs DeepXDE Overview Downloads Search Builds Versions latest stable v1.9.1 v1.9.0 v1.8.4 A library for scientific machine learning and physics …

Readthedocs.org

DeepXDE: A deep learning library for solving differential equations …

Web DeepXDE, a Python library for PINNs: •solve multi-physics problems; •solves time-dependent PDEs as easily as steady states; •supports complex-geometry domains; …

Lululxvi.github.io

deepxde.geometry — DeepXDE 1.8.0 documentation

Web A geometry represented by a point cloud, i.e., a set of points in space. – A 2-D NumPy array. If boundary_points can include points both inside the geometry or on the …

Deepxde-copybutton.readthedocs.io

Python Module Index — DeepXDE 1.8.0 documentation

Web d: deepxde deepxde.backend deepxde.backend.backend deepxde.backend.jax deepxde.backend.jax.tensor deepxde.backend.paddle deepxde.backend.pytorch …

Deepxde-copybutton.readthedocs.io

DeepXDE | Read the Docs

Web Stay Updated. Blog; Sign up for our newsletter to get our latest blog updates delivered to your inbox weekly.

Readthedocs.org

Deepxde :: Anaconda.org

Web Documentation: https://deepxde.readthedocs.io; 249620 total downloads Last upload: 22 days and 1 hour ago Installers. Info: This package contains files in non-standard labels. …

Anaconda.org

deepxde_copybutton | Read the Docs

Web deepxde-copybutton.readthedocs.io deepxde-copybutton.rtfd.io. Default Version. latest 'latest' Version. master. Stay Updated. Blog; Sign up for our newsletter to get our latest …

Readthedocs.org

Versions | Read the Docs

Web Stay Updated. Blog; Sign up for our newsletter to get our latest blog updates delivered to your inbox weekly.

Readthedocs.org

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