dde.gradients support 3D outputs #1928

Jerry-Jzy · 2025-01-03T05:38:41Z

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Update example of heat equation (lululxvi#706)

Add document for Lorenz inverse with exogenous input (lululxvi#709)

OperatorPredictor supports backends tensorflow.compat.v1, tensorflow,…

… method of Lr decay in Pytorch

deepxde/gradients/gradients.py

deepxde/gradients/gradients_reverse.py

deepxde/gradients/gradients.py

latest update

deepxde/gradients/jacobian.py

deepxde/gradients/gradients_reverse.py

Jerry-Jzy and others added 30 commits May 27, 2022 16:39

exchange .ipynb with .py and add a demo document

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tiny change

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tiny change in Heat.py

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tiny change in pinn_forwad.rst

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add heat.py and heat.rst for Deepxde Docs plan

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add heat.py and heat.rst for Deepxde Docs plan

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tiny change in heat.rst

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Merge pull request #1 from lululxvi/master

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Update example of heat equation (lululxvi#706)

Update demo document for lorenz with exogenous input. inverse

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Merge remote-tracking branch 'origin/master'

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Update demo document for lorenz with exogenous input. inverse

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Update demo document for lorenz with exogenous input. inverse

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tiny change in .rst

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change .rst name and delete one empty line in pinn_inverse.rst

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tiny change in pinn_inverse.rst

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tiny change in Lorenz.inverse.forced.rst

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fix typo in Lorenz.inverse.forced.rst

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fix typo in pinn_inverse.rst and rename lorenz.inverse.forced.rst

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fix typo lorenz.inverse.forced.rst

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some tiny changes in lorenz.inverse.forced.rst

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Merge pull request #2 from lululxvi/master

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Add document for Lorenz inverse with exogenous input (lululxvi#709)

Merge pull request #3 from lululxvi/master

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OperatorPredictor supports backends tensorflow.compat.v1, tensorflow,…

add deeponet implemented by pytorch

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Merge remote-tracking branch 'origin/master'

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add deeponet implemented by pytorch

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tiny changes in deeponet.py and model.py

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tiny changes in deeponet.py

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tiny changes in deeponet.py, model.py and __init__.py; and add "Step"…

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… method of Lr decay in Pytorch

Fix problem in model.py

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roll back to no lr decay

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lululxvi reviewed Jan 20, 2025

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Jerry-Jzy added 2 commits January 19, 2025 19:43

update comments

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update comments

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lululxvi reviewed Jan 20, 2025

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update comments

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lululxvi reviewed Jan 21, 2025

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update comments

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lululxvi reviewed Jan 21, 2025

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Jerry-Jzy added 2 commits January 20, 2025 22:10

update comments

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update comments

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lululxvi reviewed Jan 22, 2025

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only forward-mode support 3D output

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lululxvi reviewed Feb 23, 2025

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lululxvi reviewed Feb 23, 2025

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Jerry-Jzy and others added 3 commits March 9, 2025 10:12

Merge pull request #31 from lululxvi/master

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latest update

refactor 3D Exception to gradients_reverse.py

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fix bug

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