DeepXDE Files

A library for scientific machine learning & physics-informed learning

This is an exact mirror of the DeepXDE project, hosted at https://github.com/lululxvi/deepxde. SourceForge is not affiliated with DeepXDE. For more information, see the SourceForge Open Source Mirror Directory.

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Name	Modified	Size	InfoDownloads / Week
Parent folder
DeepXDE v1.14.0 source code.tar.gz	2025-05-08	25.8 MB	0
DeepXDE v1.14.0 source code.zip	2025-05-08	26.0 MB	0
README.md	2025-05-08	509 Bytes	0
Totals: 3 Items		51.8 MB	0

Areas of improvement

dde.gradients supports 3D outputs
Support MAE for all backends
Backend PyTorch: Add L1 and L1+L2 regularizers
Backend PyTorch: DeepONet supports regularization
Backend Pytorch: Add Apple MPS GPU support
Backend JAX: FNN supports regularization
Backend JAX: Fix external variable initialization

New APIs

Support mixed precision

Thanks to all the contributors to this release!

@g-w1 @lululxvi @Jerry-Jzy @KangyuWeng @vl-dud @bonneted @kyouma

Source: README.md, updated 2025-05-08

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DeepXDE Files

A library for scientific machine learning & physics-informed learning

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Areas of improvement

New APIs

Thanks to all the contributors to this release!