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Add PINQI and MoDL examples#873

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fzimmermann89 wants to merge 231 commits into
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Add PINQI and MoDL examples#873
fzimmermann89 wants to merge 231 commits into
nn-stacked-v2from
pinqi_new

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ghstack-source-id: ce486f1
ghstack-comment-id: 3874745101
Pull-Request-resolved: #962
ghstack-source-id: 17c69fc
ghstack-comment-id: 3865650347
Pull-Request-resolved: #953
ghstack-source-id: 555bc22
ghstack-comment-id: 3865650618
Pull-Request-resolved: #954
ghstack-source-id: 1ef9b05
ghstack-comment-id: 3865650808
Pull-Request-resolved: #955
ghstack-source-id: c62dfe4
ghstack-comment-id: 3865651070
Pull-Request-resolved: #956
ghstack-source-id: 658a103
ghstack-comment-id: 3874745395
Pull-Request-resolved: #963
ghstack-source-id: 5e8d140
ghstack-comment-id: 3865651248
Pull-Request-resolved: #957
ghstack-source-id: 9b04f9f
ghstack-comment-id: 3865651450
Pull-Request-resolved: #958
ghstack-source-id: 50681e2
ghstack-comment-id: 3865651637
Pull-Request-resolved: #959
ghstack-source-id: 0e60fc3
ghstack-comment-id: 3865651799
Pull-Request-resolved: #960
ghstack-source-id: 0254d8c
ghstack-comment-id: 3865652021
Pull-Request-resolved: #961
ghstack-source-id: 450699e
ghstack-comment-id: 3874745738
Pull-Request-resolved: #964
commit 512c4c9
Author: Felix Zimmermann <fzimmermann89@gmail.com>
Date:   Tue Feb 10 14:37:31 2026 +0100

    add dit

    ghstack-source-id: 450699e
    ghstack-comment-id: 3874745738
    Pull-Request-resolved: #964

commit fccecc4
Author: Felix Zimmermann <fzimmermann89@gmail.com>
Date:   Tue Feb 10 14:37:30 2026 +0100

    add vae

    ghstack-source-id: 0254d8c
    ghstack-comment-id: 3865652021
    Pull-Request-resolved: #961

commit 6b51894
Author: Felix Zimmermann <fzimmermann89@gmail.com>
Date:   Tue Feb 10 14:37:30 2026 +0100

    add hourglass transformer architecture and tests

    ghstack-source-id: 0e60fc3
    ghstack-comment-id: 3865651799
    Pull-Request-resolved: #960

commit 9ce3038
Author: Felix Zimmermann <fzimmermann89@gmail.com>
Date:   Tue Feb 10 14:37:29 2026 +0100

    add uformer architecture and tests

    ghstack-source-id: 50681e2
    ghstack-comment-id: 3865651637
    Pull-Request-resolved: #959

commit 650bfe5
Author: Felix Zimmermann <fzimmermann89@gmail.com>
Date:   Tue Feb 10 14:37:29 2026 +0100

    add swinir architecture and tests

    ghstack-source-id: 9b04f9f
    ghstack-comment-id: 3865651450
    Pull-Request-resolved: #958

commit 7ea4450
Author: Felix Zimmermann <fzimmermann89@gmail.com>
Date:   Tue Feb 10 14:37:28 2026 +0100

    add restormer architecture and tests

    ghstack-source-id: 5e8d140
    ghstack-comment-id: 3865651248
    Pull-Request-resolved: #957

commit 774db72
Author: Felix Zimmermann <fzimmermann89@gmail.com>
Date:   Tue Feb 10 14:37:28 2026 +0100

    Add MLP network and tests

    ghstack-source-id: 658a103
    ghstack-comment-id: 3874745395
    Pull-Request-resolved: #963

commit 88e72b7
Author: Felix Zimmermann <fzimmermann89@gmail.com>
Date:   Tue Feb 10 14:37:27 2026 +0100

    add unet, basic cnn, and residual blocks

    ghstack-source-id: c62dfe4
    ghstack-comment-id: 3865651070
    Pull-Request-resolved: #956

commit d8eb662
Author: Felix Zimmermann <fzimmermann89@gmail.com>
Date:   Tue Feb 10 14:37:27 2026 +0100

    add positional encodings and attention modules

    ghstack-source-id: 1ef9b05
    ghstack-comment-id: 3865650808
    Pull-Request-resolved: #955

commit 05db778
Author: Felix Zimmermann <fzimmermann89@gmail.com>
Date:   Tue Feb 10 14:37:26 2026 +0100

    add data consistency modules and tests

    ghstack-source-id: 555bc22
    ghstack-comment-id: 3865650618
    Pull-Request-resolved: #954

commit c0be007
Author: Felix Zimmermann <fzimmermann89@gmail.com>
Date:   Tue Feb 10 14:37:26 2026 +0100

    add core nn foundations, layers, and resize blocks

    ghstack-source-id: 17c69fc
    ghstack-comment-id: 3865650347
    Pull-Request-resolved: #953

commit 3e85c27
Author: Felix Zimmermann <fzimmermann89@gmail.com>
Date:   Tue Feb 10 14:37:25 2026 +0100

    Add fast path to PatchOp adjoint

    ghstack-source-id: ce486f1
    ghstack-comment-id: 3874745101
    Pull-Request-resolved: #962

commit 966707c
Author: Mara Guastini <112558042+guastinimara@users.noreply.github.com>
Date:   Tue Feb 10 02:09:40 2026 +0100

    Fix GridSamplingOperator from inputs on the gpu (#824)

    Co-authored-by: Felix Zimmermann <fzimmermann89@gmail.com>
@fzimmermann89 fzimmermann89 added the pre-commit.ci autofix run autofix in this PR label Feb 10, 2026
@pre-commit-ci pre-commit-ci Bot removed the pre-commit.ci autofix run autofix in this PR label Feb 10, 2026
@fzimmermann89 fzimmermann89 force-pushed the nn-stacked-v2 branch 4 times, most recently from 89b9425 to ba5fbdb Compare February 11, 2026 13:45
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