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SimplexLab / TorchJD Public

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feat(autojac): Add tangents to `backward` and `jac`#562

Merged

ValerianRey merged 28 commits intomainSimplexLab/TorchJD:mainfrom

add-jac-tensors-to-backwardSimplexLab/TorchJD:add-jac-tensors-to-backwardCopy head branch name to clipboard

Feb 16, 2026

Conversation Commits28 (28)Checks Files changed

Merged

feat(autojac): Add tangents to `backward` and `jac`#562
ValerianRey merged 28 commits intomainfrom
add-jac-tensors-to-backward

Commits

Commits on Feb 13, 2026

feat(autojac): Add `jac_tensors` to `backward`
PierreQuinton
committed
Add usage example using `jac_tensors` to `backward`.
PierreQuinton
committed
Add tests for `jac_tensors` in test_backward
PierreQuinton
committed
Add another usage example to `backward`
PierreQuinton
committed
Remove TODOs
PierreQuinton
committed
Fix usage of methods in `tests.utils.tensors.`
PierreQuinton
committed
Merge branch 'main' into add-jac-tensors-to-backward
ValerianRey
authored
Merge branch 'main' into add-jac-tensors-to-backward
ValerianRey
authored

Commits on Feb 14, 2026

Fix second usage example
PierreQuinton
committed
Fix third usage example
PierreQuinton
committed
Remove outdated comment
PierreQuinton
committed
Improve the third example.
PierreQuinton
committed

Commits on Feb 15, 2026

Improve docstring of backward
ValerianRey
committed
Merge branch 'main' into add-jac-tensors-to-backward
ValerianRey
authored
Explain analogy between jac_tensors and grad_tensors
ValerianRey
committed
Extract create_jac_tensors_dict and create_transform, remove checked_ordered_set on jac_tensors
ValerianRey
committed
Merge branch 'main' into add-jac-tensors-to-backward
ValerianRey
authored

Commits on Feb 16, 2026

Add jac_outputs parameter to jac function

ValerianRey
and
claude
committed
Remove create_transform in jac
ValerianRey
committed
Re-add the explanation of the number of rows of the jacobian
ValerianRey
committed
Revert "Remove create_transform in jac"
ValerianRey
committed
simplify _create_transform in jac
ValerianRey
committed
Add early validation for inconsistent Jacobian dimensions

ValerianRey
and
claude
committed
Add early validation for Jacobian length mismatch

ValerianRey
and
claude
committed
Add early validation for Jacobian shape mismatch

ValerianRey
and
claude
committed
Add changelog entries for jac_tensors and jac_outputs parameters

ValerianRey
and
claude
committed
Merge branch 'main' into add-jac-tensors-to-backward
ValerianRey
authored
Apply claude suggestions
ValerianRey
committed

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