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 v1.13.0 source code.tar.gz	2024-12-24	25.8 MB	0
DeepXDE v1.13.0 source code.zip	2024-12-24	26.0 MB	0
README.md	2024-12-24	529 Bytes	0
Totals: 3 Items		51.8 MB	0

Areas of improvement

Refactor and improve regularizers for backends TensorFlow 1.x/2.x and paddle
Improve compatibility with NumPy 2
dde.model.train and dde.model.compile support verbose
Backend PyTorch: Fix L2 regularizers for external_trainable_variables
Backend paddle: FNN supports regularization and dropout

New APIs

Backend PyTorch: Add a new optimizer NNCG

Thanks to all the contributors to this release!

@lululxvi @vl-dud @KangyuWeng @pratikrathore8 @lijialin03 @Jerry-Jzy

Source: README.md, updated 2024-12-24

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DeepXDE Files

A library for scientific machine learning & physics-informed learning

Get an email when there's a new version of DeepXDE

Areas of improvement

New APIs

Thanks to all the contributors to this release!