PennyLaneAI · EmilianoG-byte · Aug 16, 2024 · Aug 21, 2024 · Aug 21, 2024 · Aug 21, 2024
diff --git a/_static/demonstration_assets/tn_basics/01-tensor.png b/_static/demonstration_assets/tn_basics/01-tensor.png
diff --git a/_static/demonstration_assets/tn_basics/02-tensors.png b/_static/demonstration_assets/tn_basics/02-tensors.png
diff --git a/_static/demonstration_assets/tn_basics/03-braket.png b/_static/demonstration_assets/tn_basics/03-braket.png
diff --git a/_static/demonstration_assets/tn_basics/04-matrix-vector.png b/_static/demonstration_assets/tn_basics/04-matrix-vector.png
diff --git a/_static/demonstration_assets/tn_basics/05-matrix-matrix.png b/_static/demonstration_assets/tn_basics/05-matrix-matrix.png
diff --git a/_static/demonstration_assets/tn_basics/06-tensor-tensor.png b/_static/demonstration_assets/tn_basics/06-tensor-tensor.png
diff --git a/_static/demonstration_assets/tn_basics/07-t1-t2.png b/_static/demonstration_assets/tn_basics/07-t1-t2.png
diff --git a/_static/demonstration_assets/tn_basics/08-cnot.png b/_static/demonstration_assets/tn_basics/08-cnot.png
diff --git a/_static/demonstration_assets/tn_basics/09-contraction.png b/_static/demonstration_assets/tn_basics/09-contraction.png
diff --git a/_static/demonstration_assets/tn_basics/10-contraction-tree.png b/_static/demonstration_assets/tn_basics/10-contraction-tree.png
diff --git a/_static/demonstration_assets/tn_basics/11-circuit.png b/_static/demonstration_assets/tn_basics/11-circuit.png
diff --git a/_static/demonstration_assets/tn_basics/12-expectation-local.png b/_static/demonstration_assets/tn_basics/12-expectation-local.png
diff --git a/_static/demonstration_assets/tn_basics/13-sample.png b/_static/demonstration_assets/tn_basics/13-sample.png
diff --git a/_static/demonstration_assets/tn_basics/14-sample-cntd.png b/_static/demonstration_assets/tn_basics/14-sample-cntd.png
diff --git a/demonstrations/tutorial_tn_basics.metadata.json b/demonstrations/tutorial_tn_basics.metadata.json
@@ -0,0 +1,49 @@
+{
+    "title": "Tutorial: ABC of tensor networks",
+    "authors": [
+        {
+            "id": "emiliano_godinez"
+        },
+        {
+            "id": "ahmed_darwish"
+        }
+    ],
+    "dateOfPublication": "2024-08-06T00:00:00+00:00",
+    "dateOfLastModification": "2024-08-06T00:00:00+00:00",
+    "categories": [
+        "Getting Started"
+    ],
+    "tags": [],
+    "previewImages": [
+        {
+            "type": "thumbnail",
+            "uri": "/_static/demo_thumbnails/regular_demo_thumbnails/thumbnail_tensor_network_quantum_circuits.png"
+        }
+    ],
+    "seoDescription": "An introductory tutorial to tensor networks.",
+    "doi": "",
+    "canonicalURL": "/qml/demos/tutorial_tn_basics",
+    "references": [
+        {
+            "id": "huggins",
+            "type": "article",
+            "title": "Towards quantum machine learning with tensor networks",
+            "authors": "W. Huggins, P. Patil, B. Mitchell, K. B. Whaley, and E. M. Stoudenmire",
+            "year": "2019",
+            "journal": "Quantum Science and Technology",
+            "url": "http://dx.doi.org/10.1088/2058-9565/aaea94"
+        },
+        {
+            "id": "orus",
+            "type": "article",
+            "title": "A practical introduction to tensor networks: Matrix product states and projected entangled pair states",
+            "authors": "R. Orús",
+            "year": "2014",
+            "journal": "Annals of Physics",
+            "url": "https://www.sciencedirect.com/science/article/pii/S0003491614001596"
+        }
+    ],
+    "basedOnPapers": [],
+    "referencedByPapers": [],
+    "relatedContent": []
+}
diff --git a/demonstrations/tutorial_tn_basics.py b/demonstrations/tutorial_tn_basics.py