Merge branch 'develop'

joserapa98 · Apr 14, 2024 · 072bc74 · 072bc74
2 parents 8aa3f18 + 2b1e2eb
commit 072bc74
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diff --git a/README.md b/README.md
@@ -3,8 +3,6 @@
 
 [![DOI](https://zenodo.org/badge/453954432.svg)](https://zenodo.org/badge/latestdoi/453954432)
 
-[![DOI](https://zenodo.org/badge/453954432.svg)](https://zenodo.org/badge/latestdoi/453954432)
-
 # Tensor Networks with PyTorch
 
 **TensorKrowch** is a Python library built on top of **PyTorch** that simplifies

diff --git a/docs/_build/doctest/output.txt b/docs/_build/doctest/output.txt
@@ -1,20 +1,28 @@
-Results of doctest builder run on 2024-03-06 17:52:48
+Results of doctest builder run on 2024-04-14 01:59:36
 =====================================================
 
-Document: operations
+Document: embeddings
 --------------------
 1 items passed all tests:
- 139 tests in default
-139 tests in 1 items.
-139 passed and 0 failed.
+  35 tests in default
+35 tests in 1 items.
+35 passed and 0 failed.
 Test passed.
 
-Document: embeddings
+Document: models
+----------------
+1 items passed all tests:
+ 115 tests in default
+115 tests in 1 items.
+115 passed and 0 failed.
+Test passed.
+
+Document: operations
 --------------------
 1 items passed all tests:
-  21 tests in default
-21 tests in 1 items.
-21 passed and 0 failed.
+ 186 tests in default
+186 tests in 1 items.
+186 passed and 0 failed.
 Test passed.
 
 Document: components
@@ -27,24 +35,24 @@ Expected:
     tensor([[-0.2799, -0.4383, -0.8387],
             [ 1.6225, -0.3370, -1.2316]])
 Got:
-    tensor([[-0.8089,  0.4628, -0.6844],
-            [ 1.1108,  0.0188, -0.8615]])
+    tensor([[ 0.2628, -0.6672, -0.9051],
+            [-0.6796, -0.4245, -0.5780]])
 **********************************************************************
 File "../tensorkrowch/components.py", line ?, in default
 Failed example:
     node.sum()
 Expected:
     tensor(-1.5029)
 Got:
-    tensor(-0.7625)
+    tensor(-2.9916)
 **********************************************************************
 File "../tensorkrowch/components.py", line ?, in default
 Failed example:
     node.sum('left')
 Expected:
     tensor([ 1.3427, -0.7752, -2.0704])
 Got:
-    tensor([ 0.3019,  0.4816, -1.5459])
+    tensor([-0.4168, -1.0916, -1.4831])
 **********************************************************************
 File "../tensorkrowch/components.py", line ?, in default
 Failed example:
@@ -53,24 +61,24 @@ Expected:
     tensor([[ 1.4005, -0.0521, -1.2091],
             [ 1.9844,  0.3513, -0.5920]])
 Got:
-    tensor([[-1.9150, -1.1032, -0.0561],
-            [ 0.3190,  2.6678, -0.5485]])
+    tensor([[-0.5314, -0.7805, -0.6475],
+            [-0.1279,  0.7409,  0.5816]])
 **********************************************************************
 File "../tensorkrowch/components.py", line ?, in default
 Failed example:
     node.mean()
 Expected:
     tensor(0.3139)
 Got:
-    tensor(-0.1060)
+    tensor(-0.1275)
 **********************************************************************
 File "../tensorkrowch/components.py", line ?, in default
 Failed example:
     node.mean('left')
 Expected:
     tensor([ 1.6925,  0.1496, -0.9006])
 Got:
-    tensor([-0.7980,  0.7823, -0.3023])
+    tensor([-0.3296, -0.0198, -0.0330])
 **********************************************************************
 File "../tensorkrowch/components.py", line ?, in default
 Failed example:
@@ -79,24 +87,24 @@ Expected:
     tensor([[ 0.2111, -0.9551, -0.7812],
             [ 0.2254,  0.3381, -0.2461]])
 Got:
-    tensor([[ 0.4271, -1.1628,  0.4584],
-            [-0.5092,  0.3150, -0.8473]])
+    tensor([[-1.8500, -0.4944,  0.5940],
+            [-0.9353, -0.6008, -0.4320]])
 **********************************************************************
 File "../tensorkrowch/components.py", line ?, in default
 Failed example:
     node.std()
 Expected:
     tensor(0.5567)
 Got:
-    tensor(0.7115)
+    tensor(0.7922)
 **********************************************************************
 File "../tensorkrowch/components.py", line ?, in default
 Failed example:
     node.std('left')
 Expected:
     tensor([0.0101, 0.9145, 0.3784])
 Got:
-    tensor([0.6621, 1.0450, 0.9232])
+    tensor([0.6468, 0.0752, 0.7255])
 **********************************************************************
 File "../tensorkrowch/components.py", line ?, in default
 Failed example:
@@ -105,24 +113,24 @@ Expected:
     tensor([[ 1.5570,  1.8441, -0.0743],
             [ 0.4572,  0.7592,  0.6356]])
 Got:
-    tensor([[ 1.2801,  1.3139,  0.4513],
-            [ 0.7149,  0.3856, -1.2216]])
+    tensor([[ 1.5611, -0.1317, -1.2049],
+            [-0.8746,  0.7130, -1.7564]])
 **********************************************************************
 File "../tensorkrowch/components.py", line ?, in default
 Failed example:
     node.norm()
 Expected:
     tensor(2.6495)
 Got:
-    tensor(2.3918)
+    tensor(2.8748)
 **********************************************************************
 File "../tensorkrowch/components.py", line ?, in default
 Failed example:
     node.norm(axis='left')
 Expected:
     tensor([1.6227, 1.9942, 0.6399])
 Got:
-    tensor([1.4662, 1.3693, 1.3023])
+    tensor([1.7894, 0.7251, 2.1299])
 **********************************************************************
 File "../tensorkrowch/components.py", line ?, in default
 Failed example:
@@ -153,17 +161,17 @@ Got:
     Node(
      	name: my_node
     	tensor:
-    		tensor([[[-1.3330,  0.4759],
-    		         [ 0.1422,  0.4853],
-    		         [-0.9378, -1.1041],
-    		         [-0.2748,  1.0936],
-    		         [ 1.6150,  0.6636]],
+    		tensor([[[-0.2232, -0.0576],
+    		         [-2.0650, -1.6126],
+    		         [ 0.3369, -0.6012],
+    		         [-1.5875, -0.0953],
+    		         [-0.3129,  0.5625]],
 
-    		        [[ 0.8413, -0.3186],
-    		         [ 1.4379, -1.1616],
-    		         [ 0.1578,  1.1674],
-    		         [ 1.0078,  0.3449],
-    		         [ 0.2533, -0.1433]]])
+    		        [[ 2.0660, -0.9154],
+    		         [ 0.0753,  0.9608],
+    		         [ 0.7278, -0.2497],
+    		         [ 0.9090, -0.5242],
+    		         [ 1.4432,  2.6149]]])
     	axes:
     		[left
     		 input
@@ -202,17 +210,17 @@ Got:
     Node(
      	name: node
     	tensor:
-    		tensor([[[-1.6599,  0.1489],
-    		         [ 0.4144, -0.8230],
-    		         [ 0.3594,  0.3989],
-    		         [ 0.1742, -0.0642],
-    		         [-0.5957,  0.0385]],
+    		tensor([[[-0.0399,  0.5602],
+    		         [-1.3402,  1.1127],
+    		         [ 0.0795, -1.6100],
+    		         [ 2.3359,  1.8294],
+    		         [-0.2258, -0.2929]],
 
-    		        [[ 0.8239,  2.0281],
-    		         [ 0.4090,  0.4273],
-    		         [-1.3040, -0.6414],
-    		         [ 0.4434, -0.3271],
-    		         [-1.3868, -0.5528]]])
+    		        [[ 0.2125, -1.1086],
+    		         [-0.6906, -0.8028],
+    		         [-1.4547,  0.0981],
+    		         [-1.5869,  0.2020],
+    		         [-0.5355, -0.1357]]])
     	axes:
     		[axis_0
     		 axis_1
@@ -264,17 +272,17 @@ Got:
      	name: my_paramnode
     	tensor:
     		Parameter containing:
-    		tensor([[[-2.1667,  0.3339],
-    		         [ 0.2398,  1.6009],
-    		         [ 0.8668,  1.3801],
-    		         [ 0.3775,  0.4095],
-    		         [ 0.0437, -2.8639]],
+    		tensor([[[ 1.0837,  1.7036],
+    		         [-0.8799, -0.1600],
+    		         [-0.5867, -1.7778],
+    		         [ 0.1615,  1.0249],
+    		         [ 0.1880,  1.1234]],
 
-    		        [[ 0.8918, -1.7026],
-    		         [-1.5665, -1.6178],
-    		         [-0.9658, -1.6948],
-    		         [-0.2714, -0.3207],
-    		         [-0.9412,  1.4940]]], requires_grad=True)
+    		        [[ 0.7499, -0.7739],
+    		         [-0.5278,  1.1947],
+    		         [-0.7586, -1.4460],
+    		         [-0.1016, -0.1954],
+    		         [ 0.1579,  0.0572]]], requires_grad=True)
     	axes:
     		[left
     		 input
@@ -315,17 +323,17 @@ Got:
      	name: paramnode
     	tensor:
     		Parameter containing:
-    		tensor([[[-0.6358, -0.9761],
-    		         [ 0.4152,  0.1067],
-    		         [ 0.5606,  0.1967],
-    		         [-1.8301, -0.3721],
-    		         [ 0.3054, -2.2257]],
+    		tensor([[[-0.7419,  0.3802],
+    		         [ 0.4183,  0.2084],
+    		         [-0.4384, -0.6852],
+    		         [-0.2616, -0.4692],
+    		         [ 0.4573,  2.0465]],
 
-    		        [[ 0.7897,  0.4629],
-    		         [ 0.2941,  0.5066],
-    		         [-0.4783, -0.5192],
-    		         [-0.2632, -0.8084],
-    		         [-0.5428,  0.5740]]], requires_grad=True)
+    		        [[ 0.5333,  0.6722],
+    		         [-0.9125,  0.1184],
+    		         [ 0.1689, -0.0498],
+    		         [-1.2576,  0.5516],
+    		         [-0.0805, -0.2896]]], requires_grad=True)
     	axes:
     		[axis_0
     		 axis_1
@@ -344,8 +352,8 @@ Expected:
             [ 1.3371,  1.4761,  0.6551]], requires_grad=True)
 Got:
     Parameter containing:
-    tensor([[-0.4497, -0.0874,  1.3775],
-            [-0.0598, -0.6410,  0.0374]], requires_grad=True)
+    tensor([[-1.4491,  0.7555, -1.2827],
+            [ 1.3534, -1.0071,  0.1320]], requires_grad=True)
 **********************************************************************
 File "../tensorkrowch/components.py", line ?, in default
 Failed example:
@@ -396,22 +404,14 @@ Got:
     		 data_0[feature] <-> nodeA[input]])
 **********************************************************************
 1 items had failures:
-  21 of 322 in default
-322 tests in 1 items.
-301 passed and 21 failed.
+  21 of 395 in default
+395 tests in 1 items.
+374 passed and 21 failed.
 ***Test Failed*** 21 failures.
 
-Document: models
-----------------
-1 items passed all tests:
-  89 tests in default
-89 tests in 1 items.
-89 passed and 0 failed.
-Test passed.
-
 Doctest summary
 ===============
-  571 tests
+  731 tests
    21 failures in tests
     0 failures in setup code
     0 failures in cleanup code
diff --git a/docs/_build/doctrees/api.doctree b/docs/_build/doctrees/api.doctree
diff --git a/docs/_build/doctrees/components.doctree b/docs/_build/doctrees/components.doctree
diff --git a/docs/_build/doctrees/decompositions.doctree b/docs/_build/doctrees/decompositions.doctree
diff --git a/docs/_build/doctrees/embeddings.doctree b/docs/_build/doctrees/embeddings.doctree
diff --git a/docs/_build/doctrees/environment.pickle b/docs/_build/doctrees/environment.pickle
diff --git a/docs/_build/doctrees/models.doctree b/docs/_build/doctrees/models.doctree
diff --git a/docs/_build/doctrees/operations.doctree b/docs/_build/doctrees/operations.doctree
diff --git a/docs/_build/doctrees/tutorials/0_first_steps.doctree b/docs/_build/doctrees/tutorials/0_first_steps.doctree
diff --git a/docs/_build/doctrees/tutorials/2_contracting_tensor_network.doctree b/docs/_build/doctrees/tutorials/2_contracting_tensor_network.doctree
diff --git a/docs/_build/doctrees/tutorials/3_memory_management.doctree b/docs/_build/doctrees/tutorials/3_memory_management.doctree
diff --git a/docs/_build/doctrees/tutorials/4_types_of_nodes.doctree b/docs/_build/doctrees/tutorials/4_types_of_nodes.doctree
diff --git a/docs/_build/doctrees/tutorials/5_subclass_tensor_network.doctree b/docs/_build/doctrees/tutorials/5_subclass_tensor_network.doctree
diff --git a/docs/_build/doctrees/tutorials/6_mix_with_pytorch.doctree b/docs/_build/doctrees/tutorials/6_mix_with_pytorch.doctree
diff --git a/docs/_build/html/_modules/index.html b/docs/_build/html/_modules/index.html
@@ -178,6 +178,11 @@
      Embeddings
     </a>
    </li>
+   <li class="toctree-l2">
+    <a class="reference internal" href="../decompositions.html">
+     Decompositions
+    </a>
+   </li>
   </ul>
  </li>
 </ul>
@@ -283,10 +288,12 @@ <h1></h1>
 
   <h1>All modules for which code is available</h1>
 <ul><li><a href="tensorkrowch/components.html">tensorkrowch.components</a></li>
+<li><a href="tensorkrowch/decompositions/svd_decompositions.html">tensorkrowch.decompositions.svd_decompositions</a></li>
 <li><a href="tensorkrowch/embeddings.html">tensorkrowch.embeddings</a></li>
 <li><a href="tensorkrowch/initializers.html">tensorkrowch.initializers</a></li>
+<li><a href="tensorkrowch/models/mpo.html">tensorkrowch.models.mpo</a></li>
 <li><a href="tensorkrowch/models/mps.html">tensorkrowch.models.mps</a></li>
-<li><a href="tensorkrowch/models/mps_layer.html">tensorkrowch.models.mps_layer</a></li>
+<li><a href="tensorkrowch/models/mps_data.html">tensorkrowch.models.mps_data</a></li>
 <li><a href="tensorkrowch/models/peps.html">tensorkrowch.models.peps</a></li>
 <li><a href="tensorkrowch/models/tree.html">tensorkrowch.models.tree</a></li>
 <li><a href="tensorkrowch/operations.html">tensorkrowch.operations</a></li>