Merge pull request #4 from INFN-PREDATOR/dev

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INFN-MRI · Apr 11, 2024 · 64055fa · 64055fa
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diff --git a/...er_execute/aa96b9c5c589da909f9e3f24a5aff0fc887fb12cf2ac0a68480fc38833290c16.png b/...er_execute/aa96b9c5c589da909f9e3f24a5aff0fc887fb12cf2ac0a68480fc38833290c16.png
diff --git a/docs/jupyter_execute/tutorials/basics/demo_basics.ipynb b/docs/jupyter_execute/tutorials/basics/demo_basics.ipynb
diff --git a/docs/jupyter_execute/tutorials/basics/demo_linops.ipynb b/docs/jupyter_execute/tutorials/basics/demo_linops.ipynb
diff --git a/docs/source/core/generated/deepmr.linops.IFFTOp.rst b/docs/source/core/generated/deepmr.linops.IFFTOp.rst
@@ -0,0 +1,30 @@
+deepmr.linops.IFFTOp
+====================
+
+.. currentmodule:: deepmr.linops
+
+.. autoclass:: IFFTOp
+
+
+   .. automethod:: __init__
+
+
+   .. rubric:: Methods
+
+   .. autosummary::
+
+      ~IFFTOp.__init__
+      ~IFFTOp.forward
+      ~IFFTOp.to
+
+
+
+
+
+   .. rubric:: Attributes
+
+   .. autosummary::
+
+      ~IFFTOp.H
+
+
diff --git a/docs/source/core/generated/deepmr.linops.NUFFTAdjointOp.rst b/docs/source/core/generated/deepmr.linops.NUFFTAdjointOp.rst
@@ -0,0 +1,30 @@
+deepmr.linops.NUFFTAdjointOp
+============================
+
+.. currentmodule:: deepmr.linops
+
+.. autoclass:: NUFFTAdjointOp
+
+
+   .. automethod:: __init__
+
+
+   .. rubric:: Methods
+
+   .. autosummary::
+
+      ~NUFFTAdjointOp.__init__
+      ~NUFFTAdjointOp.forward
+      ~NUFFTAdjointOp.to
+
+
+
+
+
+   .. rubric:: Attributes
+
+   .. autosummary::
+
+      ~NUFFTAdjointOp.H
+
+
diff --git a/docs/source/core/generated/deepmr.linops.SenseAdjointOp.rst b/docs/source/core/generated/deepmr.linops.SenseAdjointOp.rst
@@ -0,0 +1,30 @@
+deepmr.linops.SenseAdjointOp
+============================
+
+.. currentmodule:: deepmr.linops
+
+.. autoclass:: SenseAdjointOp
+
+
+   .. automethod:: __init__
+
+
+   .. rubric:: Methods
+
+   .. autosummary::
+
+      ~SenseAdjointOp.__init__
+      ~SenseAdjointOp.forward
+      ~SenseAdjointOp.to
+
+
+
+
+
+   .. rubric:: Attributes
+
+   .. autosummary::
+
+      ~SenseAdjointOp.H
+
+
diff --git a/docs/source/core/generated/deepmr.linops.SenseOp.rst b/docs/source/core/generated/deepmr.linops.SenseOp.rst
@@ -0,0 +1,30 @@
+deepmr.linops.SenseOp
+=====================
+
+.. currentmodule:: deepmr.linops
+
+.. autoclass:: SenseOp
+
+
+   .. automethod:: __init__
+
+
+   .. rubric:: Methods
+
+   .. autosummary::
+
+      ~SenseOp.__init__
+      ~SenseOp.forward
+      ~SenseOp.to
+
+
+
+
+
+   .. rubric:: Attributes
+
+   .. autosummary::
+
+      ~SenseOp.H
+
+
diff --git a/docs/source/core/generated/deepmr.optim.ADMMStep.rst b/docs/source/core/generated/deepmr.optim.ADMMStep.rst
@@ -0,0 +1,23 @@
+deepmr.optim.ADMMStep
+=====================
+
+.. currentmodule:: deepmr.optim
+
+.. autoclass:: ADMMStep
+
+
+   .. automethod:: __init__
+
+
+   .. rubric:: Methods
+
+   .. autosummary::
+
+      ~ADMMStep.__init__
+      ~ADMMStep.forward
+
+
+
+
+
+
diff --git a/docs/source/core/generated/deepmr.optim.CGStep.rst b/docs/source/core/generated/deepmr.optim.CGStep.rst
@@ -0,0 +1,25 @@
+deepmr.optim.CGStep
+===================
+
+.. currentmodule:: deepmr.optim
+
+.. autoclass:: CGStep
+
+
+   .. automethod:: __init__
+
+
+   .. rubric:: Methods
+
+   .. autosummary::
+
+      ~CGStep.__init__
+      ~CGStep.check_convergence
+      ~CGStep.dot
+      ~CGStep.forward
+
+
+
+
+
+
diff --git a/docs/source/core/generated/deepmr.optim.PGDStep.rst b/docs/source/core/generated/deepmr.optim.PGDStep.rst
@@ -0,0 +1,24 @@
+deepmr.optim.PGDStep
+====================
+
+.. currentmodule:: deepmr.optim
+
+.. autoclass:: PGDStep
+
+
+   .. automethod:: __init__
+
+
+   .. rubric:: Methods
+
+   .. autosummary::
+
+      ~PGDStep.__init__
+      ~PGDStep.check_convergence
+      ~PGDStep.forward
+
+
+
+
+
+
diff --git a/docs/source/core/generated/deepmr.optim.admm_solve.rst b/docs/source/core/generated/deepmr.optim.admm_solve.rst
@@ -0,0 +1,6 @@
+deepmr.optim.admm\_solve
+========================
+
+.. currentmodule:: deepmr.optim
+
+.. autodata:: admm_solve
diff --git a/docs/source/core/generated/deepmr.optim.cg_solve.rst b/docs/source/core/generated/deepmr.optim.cg_solve.rst
@@ -0,0 +1,6 @@
+deepmr.optim.cg\_solve
+======================
+
+.. currentmodule:: deepmr.optim
+
+.. autodata:: cg_solve
diff --git a/docs/source/core/generated/deepmr.optim.pgd_solve.rst b/docs/source/core/generated/deepmr.optim.pgd_solve.rst
@@ -0,0 +1,6 @@
+deepmr.optim.pgd\_solve
+=======================
+
+.. currentmodule:: deepmr.optim
+
+.. autodata:: pgd_solve
diff --git a/docs/source/core/generated/deepmr.optim.power_method.rst b/docs/source/core/generated/deepmr.optim.power_method.rst
@@ -0,0 +1,6 @@
+deepmr.optim.power\_method
+==========================
+
+.. currentmodule:: deepmr.optim
+
+.. autodata:: power_method
diff --git a/docs/source/core/generated/deepmr.prox.LLRDenoiser.rst b/docs/source/core/generated/deepmr.prox.LLRDenoiser.rst
@@ -0,0 +1,23 @@
+deepmr.prox.LLRDenoiser
+=======================
+
+.. currentmodule:: deepmr.prox
+
+.. autoclass:: LLRDenoiser
+
+
+   .. automethod:: __init__
+
+
+   .. rubric:: Methods
+
+   .. autosummary::
+
+      ~LLRDenoiser.__init__
+      ~LLRDenoiser.forward
+
+
+
+
+
+
diff --git a/docs/source/core/generated/deepmr.prox.TGVDenoiser.rst b/docs/source/core/generated/deepmr.prox.TGVDenoiser.rst
@@ -0,0 +1,23 @@
+deepmr.prox.TGVDenoiser
+=======================
+
+.. currentmodule:: deepmr.prox
+
+.. autoclass:: TGVDenoiser
+
+
+   .. automethod:: __init__
+
+
+   .. rubric:: Methods
+
+   .. autosummary::
+
+      ~TGVDenoiser.__init__
+      ~TGVDenoiser.forward
+
+
+
+
+
+
diff --git a/docs/source/core/generated/deepmr.prox.TVDenoiser.rst b/docs/source/core/generated/deepmr.prox.TVDenoiser.rst
@@ -0,0 +1,23 @@
+deepmr.prox.TVDenoiser
+======================
+
+.. currentmodule:: deepmr.prox
+
+.. autoclass:: TVDenoiser
+
+
+   .. automethod:: __init__
+
+
+   .. rubric:: Methods
+
+   .. autosummary::
+
+      ~TVDenoiser.__init__
+      ~TVDenoiser.forward
+
+
+
+
+
+
diff --git a/docs/source/core/generated/deepmr.prox.WaveletDenoiser.rst b/docs/source/core/generated/deepmr.prox.WaveletDenoiser.rst
@@ -0,0 +1,23 @@
+deepmr.prox.WaveletDenoiser
+===========================
+
+.. currentmodule:: deepmr.prox
+
+.. autoclass:: WaveletDenoiser
+
+
+   .. automethod:: __init__
+
+
+   .. rubric:: Methods
+
+   .. autosummary::
+
+      ~WaveletDenoiser.__init__
+      ~WaveletDenoiser.forward
+
+
+
+
+
+
diff --git a/docs/source/core/generated/deepmr.prox.WaveletDictDenoiser.rst b/docs/source/core/generated/deepmr.prox.WaveletDictDenoiser.rst
@@ -0,0 +1,23 @@
+deepmr.prox.WaveletDictDenoiser
+===============================
+
+.. currentmodule:: deepmr.prox
+
+.. autoclass:: WaveletDictDenoiser
+
+
+   .. automethod:: __init__
+
+
+   .. rubric:: Methods
+
+   .. autosummary::
+
+      ~WaveletDictDenoiser.__init__
+      ~WaveletDictDenoiser.forward
+
+
+
+
+
+
diff --git a/docs/source/core/generated/deepmr.prox.llr_denoise.rst b/docs/source/core/generated/deepmr.prox.llr_denoise.rst
@@ -0,0 +1,6 @@
+deepmr.prox.llr\_denoise
+========================
+
+.. currentmodule:: deepmr.prox
+
+.. autofunction:: llr_denoise
diff --git a/docs/source/core/generated/deepmr.prox.tgv_denoise.rst b/docs/source/core/generated/deepmr.prox.tgv_denoise.rst
@@ -0,0 +1,6 @@
+deepmr.prox.tgv\_denoise
+========================
+
+.. currentmodule:: deepmr.prox
+
+.. autofunction:: tgv_denoise
diff --git a/docs/source/core/generated/deepmr.prox.tv_denoise.rst b/docs/source/core/generated/deepmr.prox.tv_denoise.rst
@@ -0,0 +1,6 @@
+deepmr.prox.tv\_denoise
+=======================
+
+.. currentmodule:: deepmr.prox
+
+.. autofunction:: tv_denoise
diff --git a/docs/source/core/generated/deepmr.prox.wavelet_denoise.rst b/docs/source/core/generated/deepmr.prox.wavelet_denoise.rst
@@ -0,0 +1,6 @@
+deepmr.prox.wavelet\_denoise
+============================
+
+.. currentmodule:: deepmr.prox
+
+.. autofunction:: wavelet_denoise