Merge pull request #41 from XanaduAI/fix_qml-benchmarks_examples

Update qml benchmarks examples and dataset descriptions
XanaduAI · Nov 27, 2024 · 07a8a42 · 07a8a42
2 parents 0e194a4 + e94decb
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diff --git a/content/other/hamlib/hamlib-max-3-sat/meta.json b/content/other/hamlib/hamlib-max-3-sat/meta.json
@@ -64,13 +64,13 @@
     "Other"
   ],
   "title": "HamLib: Max-3-SAT",
-  "description": "This dataset contains various quantum properties that represent and describe the HamLib: Max-3-SAT under specified system parameters.",
+  "description": "This dataset contains part of the Max-3-SAT problems found in HamLib: a library of Hamiltonians for benchmarking quantum algorithms and hardware.",
   "usingThisDataset": {
     "$path": "using_this_dataset.md"
   },
   "heroImage": "Circuit_01.png",
   "thumbnail": "Dataset_Thumb_Generic_HamlibMax3SAT.png",
   "extra": {},
-  "dateOfLastModification": "2024-09-12",
+  "dateOfLastModification": "2024-11-21",
   "dateOfPublication": "2024-09-11"
 }
diff --git a/content/other/hamlib/hamlib-maxcut/meta.json b/content/other/hamlib/hamlib-maxcut/meta.json
@@ -64,13 +64,13 @@
     "Other"
   ],
   "title": "HamLib: MaxCut",
-  "description": "This dataset contains various quantum properties that represent and describe the HamLib: MaxCut under specified system parameters.",
+  "description": "This dataset contains part of the MaxCut problems found in HamLib: a library of Hamiltonians for benchmarking quantum algorithms and hardware.",
   "usingThisDataset": {
     "$path": "using_this_dataset.md"
   },
   "heroImage": "Datasets_GenericHero_2.png",
   "thumbnail": "Dataset_Thumb_HamLibMaxCut.png",
   "extra": {},
-  "dateOfLastModification": "2024-09-12",
+  "dateOfLastModification": "2024-11-21",
   "dateOfPublication": "2024-09-11"
 }
diff --git a/content/other/hamlib/hamlib-travelling-salesperson-problem/meta.json b/content/other/hamlib/hamlib-travelling-salesperson-problem/meta.json
@@ -64,13 +64,13 @@
     "Other"
   ],
   "title": "HamLib: Travelling Salesperson Problem",
-  "description": "This dataset contains various quantum properties that represent and describe the HamLib: Travelling Salesperson Problem under specified system parameters.",
+  "description": "This dataset contains part of the Travelling Salesperson problems found in HamLib: a library of Hamiltonians for benchmarking quantum algorithms and hardware.",
   "usingThisDataset": {
     "$path": "using_this_dataset.md"
   },
   "heroImage": "Circuit_01.png",
   "thumbnail": "Dataset_Thumb_Generic_HamlibTravellingSalesman.png",
   "extra": {},
-  "dateOfLastModification": "2024-09-12",
+  "dateOfLastModification": "2024-11-21",
   "dateOfPublication": "2024-09-11"
 }
diff --git a/content/other/ketgpt/meta.json b/content/other/ketgpt/meta.json
@@ -28,13 +28,13 @@
     ">20 Qubits"
   ],
   "title": "KetGPT",
-  "description": "This dataset contains various quantum properties that represent and describe the KetGPT under specified system parameters.",
+  "description": "This dataset contains 1000 quantum circuits generated with the transformer model described in KetGPT - Dataset Augmentation of Quantum Circuits using Transformers.",
   "usingThisDataset": {
     "$path": "using_this_dataset.md"
   },
   "heroImage": "https://assets.cloud.pennylane.ai/datasets/generic/hero/Datasets_GenericHero_2.png",
   "thumbnail": "https://assets.cloud.pennylane.ai/datasets/generic/thumbnail/Dataset_Thumb_KetGPT.png",
   "extra": {},
-  "dateOfLastModification": "2024-09-12",
+  "dateOfLastModification": "2024-11-21",
   "dateOfPublication": "2024-09-11"
 }
diff --git a/content/other/learning-dynamics-incoherently/meta.json b/content/other/learning-dynamics-incoherently/meta.json
@@ -35,13 +35,13 @@
     "Other"
   ],
   "title": "Learning Dynamics Incoherently",
-  "description": "This dataset contains various quantum properties that represent and describe the Learning Dynamics Incoherently under specified system parameters.",
+  "description": "This dataset contains initial states, Hamiltonians, and classical shadow measurements used in the paper: The power and limitations of learning quantum dynamics incoherently.",
   "usingThisDataset": {
     "$path": "using_this_dataset.md"
   },
   "heroImage": "Datasets_GenericHero_2.png",
   "thumbnail": "Dataset_Thumb_LearningDynamicsIncoherently.png",
   "extra": {},
-  "dateOfLastModification": "2024-09-12",
+  "dateOfLastModification": "2024-11-21",
   "dateOfPublication": "2024-09-11"
 }
diff --git a/content/other/mnisq/meta.json b/content/other/mnisq/meta.json
@@ -35,13 +35,13 @@
     "Other"
   ],
   "title": "MNISQ",
-  "description": "This dataset contains various quantum properties that represent and describe the MNISQ under specified system parameters.",
+  "description": "This dataset contains a portion of MNISQ: a dataset of quantum circuits that encode data from MNIST, Fashion-MNIST, and Kuzushiji-MNIST.",
   "usingThisDataset": {
     "$path": "using_this_dataset.md"
   },
   "heroImage": "Circuit_01.png",
   "thumbnail": "Dataset_Thumb_Generic_MNISQ.png",
   "extra": {},
-  "dateOfLastModification": "2024-09-12",
+  "dateOfLastModification": "2024-11-21",
   "dateOfPublication": "2024-09-11"
 }
diff --git a/content/other/mqt-bench/meta.json b/content/other/mqt-bench/meta.json
@@ -25,13 +25,13 @@
     "Other"
   ],
   "title": "MQT Bench",
-  "description": "This dataset contains various quantum properties that represent and describe the MQT Bench under specified system parameters.",
+  "description": "This dataset contains over 1000 quantum circuits for benchmarking quantum software tools.",
   "usingThisDataset": {
     "$path": "using_this_dataset.md"
   },
   "heroImage": "Datasets_GenericHero_MQTBench.png",
   "thumbnail": "Dataset_Thumb_MQTBenchCircuits.png",
   "extra": {},
-  "dateOfLastModification": "2024-09-12",
+  "dateOfLastModification": "2024-11-21",
   "dateOfPublication": "2024-09-11"
 }
diff --git a/content/other/plus-minus/meta.json b/content/other/plus-minus/meta.json
@@ -23,13 +23,13 @@
     "Other"
   ],
   "title": "Plus Minus",
-  "description": "This dataset contains various quantum properties that represent and describe the Plus Minus under specified system parameters.",
+  "description": "This dataset contains labeled 16x16-pixel grayscale images of minus signs, plus signs, and right/left half-plus signs.",
   "usingThisDataset": {
     "$path": "using_this_dataset.md"
   },
   "heroImage": "https://assets.cloud.pennylane.ai/datasets/generic/hero/Datasets_GenericHero_2.png",
   "thumbnail": "Dataset_AdversarialRobustness_Thumb.png",
   "extra": {},
-  "dateOfLastModification": "2024-09-16",
+  "dateOfLastModification": "2024-11-21",
   "dateOfPublication": "2024-09-16"
 }
diff --git a/content/other/qml-benchmarks/bars-and-stripes/meta.json b/content/other/qml-benchmarks/bars-and-stripes/meta.json
@@ -23,13 +23,13 @@
     "Other"
   ],
   "title": "Bars and Stripes",
-  "description": "This dataset contains various quantum properties that represent and describe the Bars and Stripes under specified system parameters.",
+  "description": "This dataset contains a useful example of translation-invariant data: labeled grayscale images of vertical bars and horizontal stripes.",
   "usingThisDataset": {
     "$path": "using_this_dataset.md"
   },
   "heroImage": "Datasets_GenericHero_SubtleArtOfBenchmarking.png",
   "thumbnail": "Dataset_Thumb_BarsAndStripes.png",
   "extra": {},
-  "dateOfLastModification": "2024-09-12",
+  "dateOfLastModification": "2024-11-21",
   "dateOfPublication": "2024-09-11"
 }
diff --git a/content/other/qml-benchmarks/bars-and-stripes/using_this_dataset.md b/content/other/qml-benchmarks/bars-and-stripes/using_this_dataset.md
@@ -19,7 +19,7 @@ Gaussian noise with a standard deviation of 0.5 was added to each pixel to deter
 **Example usage**
 
 ```python
-[ds] = qml.data.load("bars-and-stripes")
+[ds] = qml.data.load("other", name="bars-and-stripes")
 
 ds.train['4']['inputs'] # vector representations of 4x4 pixel images
 ds.train['4']['labels'] # labels for the above images

diff --git a/content/other/qml-benchmarks/downscaled-mnist/meta.json b/content/other/qml-benchmarks/downscaled-mnist/meta.json
@@ -23,13 +23,13 @@
     "Other"
   ],
   "title": "Downscaled MNIST",
-  "description": "This dataset contains various quantum properties that represent and describe the Downscaled MNIST under specified system parameters.",
+  "description": "This dataset contains a simplified version of the famous MNIST handwritten digits dataset. This version involves distinguishing between digits 3 and 5 rather than the full range 0-9.",
   "usingThisDataset": {
     "$path": "using_this_dataset.md"
   },
   "heroImage": "Datasets_GenericHero_SubtleArtOfBenchmarking.png",
   "thumbnail": "Dataset_Thumb_MNIST.png",
   "extra": {},
-  "dateOfLastModification": "2024-09-12",
+  "dateOfLastModification": "2024-11-21",
   "dateOfPublication": "2024-09-11"
 }
diff --git a/content/other/qml-benchmarks/downscaled-mnist/using_this_dataset.md b/content/other/qml-benchmarks/downscaled-mnist/using_this_dataset.md
@@ -18,7 +18,7 @@ and using the same model to reduce the images from the test set.
 **Example usage**
 
 ```python
-[ds] = qml.data.load("mnist-pca")
+[ds] = qml.data.load("other", name="mnist-pca")
 
 ds.train['4']['inputs'] # points in 4-dimensional space
 ds.test['4']['labels'] # labels for the points above

diff --git a/content/other/qml-benchmarks/hidden-manifold/meta.json b/content/other/qml-benchmarks/hidden-manifold/meta.json
@@ -23,13 +23,13 @@
     "Other"
   ],
   "title": "Hidden Manifold",
-  "description": "This dataset contains various quantum properties that represent and describe the Hidden Manifold under specified system parameters.",
+  "description": "This dataset contains labeled vectors that define points in space. The labels indicate which points are part of a hidden manifold.",
   "usingThisDataset": {
     "$path": "using_this_dataset.md"
   },
   "heroImage": "Datasets_GenericHero_SubtleArtOfBenchmarking.png",
   "thumbnail": "Dataset_Thumb_HiddenManifold.png",
   "extra": {},
-  "dateOfLastModification": "2024-09-12",
+  "dateOfLastModification": "2024-11-21",
   "dateOfPublication": "2024-09-11"
 }
diff --git a/content/other/qml-benchmarks/hidden-manifold/using_this_dataset.md b/content/other/qml-benchmarks/hidden-manifold/using_this_dataset.md
@@ -28,7 +28,7 @@ There are two different dataset collections in this task:
 **Example usage**
 
 ```python
-[ds] = qml.data.load("hidden-manifold")
+[ds] = qml.data.load("other", name="hidden-manifold")
 
 ds.train['4']['inputs'] # points in 4-dimensional space
 ds.train['4']['labels'] # labels for the points above

diff --git a/content/other/qml-benchmarks/hyperplanes/meta.json b/content/other/qml-benchmarks/hyperplanes/meta.json
@@ -23,13 +23,13 @@
     "Other"
   ],
   "title": "Hyperplanes",
-  "description": "This dataset contains various quantum properties that represent and describe the Hyperplanes under specified system parameters.",
+  "description": "This dataset contains labeled vectors that define points in space. The labels indicate whether the points lie on the “positive side” of an even number of hyperplanes.",
   "usingThisDataset": {
     "$path": "using_this_dataset.md"
   },
   "heroImage": "Datasets_GenericHero_SubtleArtOfBenchmarking.png",
   "thumbnail": "Dataset_Thumb_IntersectingHyperplanes.png",
   "extra": {},
-  "dateOfLastModification": "2024-09-12",
+  "dateOfLastModification": "2024-11-21",
   "dateOfPublication": "2024-09-11"
 }
diff --git a/content/other/qml-benchmarks/hyperplanes/using_this_dataset.md b/content/other/qml-benchmarks/hyperplanes/using_this_dataset.md
@@ -23,7 +23,7 @@ The overall label is determined as the parity of the individual labels.
 **Example usage**
 
 ```python
-[ds] = qml.data.load("hyperplanes")
+[ds] = qml.data.load("other", name="hyperplanes")
 
 ds.diff_train['4']['inputs'] # points in 10-dimensional space for 4 hyperplanes
 ds.diff_train['4']['labels'] # labels for the points above

diff --git a/content/other/qml-benchmarks/linearly-separable/meta.json b/content/other/qml-benchmarks/linearly-separable/meta.json
@@ -23,13 +23,13 @@
     "Other"
   ],
   "title": "Linearly Separable",
-  "description": "This dataset contains various quantum properties that represent and describe the Linearly Separable under specified system parameters.",
+  "description": "This dataset contains labeled vectors that define points in space. The labels indicate whether the points are above or below the hyperplane.",
   "usingThisDataset": {
     "$path": "using_this_dataset.md"
   },
   "heroImage": "Datasets_GenericHero_SubtleArtOfBenchmarking.png",
   "thumbnail": "Dataset_Thumb_LinearlySeparable.png",
   "extra": {},
-  "dateOfLastModification": "2024-09-12",
+  "dateOfLastModification": "2024-11-21",
   "dateOfPublication": "2024-09-11"
 }
diff --git a/content/other/qml-benchmarks/linearly-separable/using_this_dataset.md b/content/other/qml-benchmarks/linearly-separable/using_this_dataset.md
@@ -28,7 +28,7 @@ $x$ fulfill $|x w| > \delta$. The size of the margin grows with the dimension as
 **Example usage**
 
 ```python
-[ds] = qml.data.load("linearly-separable")
+[ds] = qml.data.load("other", name="linearly-separable")
 
 ds.train['4']['inputs'] # points in 4-dimensional space
 ds.train['4']['labels'] # labels for the points above

diff --git a/content/other/qml-benchmarks/two-curves/meta.json b/content/other/qml-benchmarks/two-curves/meta.json
@@ -23,13 +23,13 @@
     "Other"
   ],
   "title": "Two Curves",
-  "description": "This dataset contains various quantum properties that represent and describe the Two Curves under specified system parameters.",
+  "description": "This dataset contains labeled vectors that define points in space. The labels indicate which 1-D curve the point belongs to.",
   "usingThisDataset": {
     "$path": "using_this_dataset.md"
   },
   "heroImage": "Datasets_GenericHero_SubtleArtOfBenchmarking.png",
   "thumbnail": "Dataset_Thumb_TwoCurves.png",
   "extra": {},
-  "dateOfLastModification": "2024-09-12",
+  "dateOfLastModification": "2024-11-21",
   "dateOfPublication": "2024-09-11"
 }
diff --git a/content/other/qml-benchmarks/two-curves/using_this_dataset.md b/content/other/qml-benchmarks/two-curves/using_this_dataset.md
@@ -28,7 +28,7 @@ There are two different dataset collections in this task:
 **Example usage**
 
 ```python
-[ds] = qml.data.load("two-curves")
+[ds] = qml.data.load("other", name="two-curves")
 
 ds.train['4']['inputs'] # points in 4-dimensional space
 ds.train['4']['labels'] # labels for the points above

diff --git a/content/qchem/beh2-molecule/meta.json b/content/qchem/beh2-molecule/meta.json
@@ -17,7 +17,7 @@
     "VQE Data Available"
   ],
   "title": "BeH2 Molecule",
-  "description": "This dataset contains various quantum properties that represent and describe the BeH2 Molecule under specified system parameters.",
+  "description": "This dataset contains Hamiltonian information, molecular data, VQE data, and tapering data for the BeH2 Molecule using the STO-3G basis set at various bondlengths.",
   "usingThisDataset": {
     "$path": "using_this_dataset.md"
   },
@@ -27,6 +27,6 @@
   "changelog": [
     "version 0.1 : initial public release"
   ],
-  "dateOfLastModification": "2024-09-12",
+  "dateOfLastModification": "2024-11-21",
   "dateOfPublication": "2024-09-11"
 }
diff --git a/content/qchem/bh3-molecule/meta.json b/content/qchem/bh3-molecule/meta.json
@@ -17,7 +17,7 @@
     "VQE Data Available"
   ],
   "title": "BH3 Molecule",
-  "description": "This dataset contains various quantum properties that represent and describe the BH3 Molecule under specified system parameters.",
+  "description": "This dataset contains Hamiltonian information, molecular data, VQE data, and tapering data for the BH3 Molecule using the STO-3G basis set at various bondlengths.",
   "usingThisDataset": {
     "$path": "using_this_dataset.md"
   },
@@ -27,6 +27,6 @@
   "changelog": [
     "version 0.1 : initial public release"
   ],
-  "dateOfLastModification": "2024-09-12",
+  "dateOfLastModification": "2024-11-21",
   "dateOfPublication": "2024-09-11"
 }
diff --git a/content/qchem/c2-molecule/meta.json b/content/qchem/c2-molecule/meta.json
@@ -18,7 +18,7 @@
     ">16 Qubits"
   ],
   "title": "C2 Molecule",
-  "description": "This dataset contains various quantum properties that represent and describe the C2 Molecule under specified system parameters.",
+  "description": "This dataset contains Hamiltonian information, molecular data, VQE data, and tapering data for the C2 Molecule using the STO-3G basis set at various bondlengths.",
   "usingThisDataset": {
     "$path": "using_this_dataset.md"
   },
@@ -28,6 +28,6 @@
   "changelog": [
     "version 0.1 : initial public release"
   ],
-  "dateOfLastModification": "2024-09-12",
+  "dateOfLastModification": "2024-11-21",
   "dateOfPublication": "2024-09-11"
 }
diff --git a/content/qchem/c2h2-molecule/meta.json b/content/qchem/c2h2-molecule/meta.json
@@ -17,7 +17,7 @@
     ">20 Qubits"
   ],
   "title": "C2H2 Molecule",
-  "description": "This dataset contains various quantum properties that represent and describe the C2H2 Molecule under specified system parameters.",
+  "description": "This dataset contains Hamiltonian information, molecular data, VQE data, and tapering data for the C2H2 Molecule using the STO-3G basis set at its optimal bondlength.",
   "usingThisDataset": {
     "$path": "using_this_dataset.md"
   },
@@ -27,6 +27,6 @@
   "changelog": [
     "version 0.1 : initial public release"
   ],
-  "dateOfLastModification": "2024-09-12",
+  "dateOfLastModification": "2024-11-21",
   "dateOfPublication": "2024-09-11"
 }
diff --git a/content/qchem/c2h4-molecule/meta.json b/content/qchem/c2h4-molecule/meta.json
@@ -17,7 +17,7 @@
     ">20 Qubits"
   ],
   "title": "C2H4 Molecule",
-  "description": "This dataset contains various quantum properties that represent and describe the C2H4 Molecule under specified system parameters.",
+  "description": "This dataset contains Hamiltonian information, molecular data, VQE data, and tapering data for the C2H4 Molecule using the STO-3G basis set at its optimal bondlength.",
   "usingThisDataset": {
     "$path": "using_this_dataset.md"
   },
@@ -27,6 +27,6 @@
   "changelog": [
     "version 0.1 : initial public release"
   ],
-  "dateOfLastModification": "2024-09-12",
+  "dateOfLastModification": "2024-11-21",
   "dateOfPublication": "2024-09-11"
 }
diff --git a/content/qchem/c2h6-molecule/meta.json b/content/qchem/c2h6-molecule/meta.json
@@ -17,7 +17,7 @@
     ">20 Qubits"
   ],
   "title": "C2H6 Molecule",
-  "description": "This dataset contains various quantum properties that represent and describe the C2H6 Molecule under specified system parameters.",
+  "description": "This dataset contains Hamiltonian information, molecular data, VQE data, and tapering data for the C2H6 Molecule using the STO-3G basis set at its optimal bondlength.",
   "usingThisDataset": {
     "$path": "using_this_dataset.md"
   },
@@ -27,6 +27,6 @@
   "changelog": [
     "version 0.1 : initial public release"
   ],
-  "dateOfLastModification": "2024-09-12",
+  "dateOfLastModification": "2024-11-21",
   "dateOfPublication": "2024-09-11"
 }