Update the tutorials to latest Qiskit ecosystem and IBM hardware

Author: kaminotesf

requirements.txt

@@ -4,9 +4,10 @@ pylatexenc>=2.10
 pandas>=2.2.2
 scipy
 tqdm
+sympy
 treelib>=1.7.0
-qiskit>=1.3.0
-qiskit-aer>=0.14.2
-qiskit-ibm-runtime>=0.33.2
-qiskit-experiments>=0.10.0
+qiskit>=2.1.2
+qiskit-aer>=0.17.1
+qiskit-ibm-runtime>=0.41.1
+qiskit-experiments>=0.12.0
 mthree==3.0.0

setup.py

@@ -26,11 +26,12 @@
         'scipy',
         'dill',
         'tqdm',
+        'sympy',
         'treelib>=1.7.0',
-        'qiskit>=1.3.0',
-        'qiskit-aer>=0.14.2',
-        'qiskit-ibm-runtime>=0.33.2',
-        'qiskit-experiments>=0.10.0',
+        'qiskit>=2.1.2',
+        'qiskit-aer>=0.17.1',
+        'qiskit-ibm-runtime>=0.41.1',
+        'qiskit-experiments>=0.12.0',
         'mthree==3.0.0',
     ],
     extras_require={

test.ipynb

@@ -29,15 +29,15 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 1,
    "id": "bb7d11b2-68ee-4d44-82e0-d33c35046604",
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Logarithmic Negativity (exact) = 4.4847971053408774e-15\n"
+      "Logarithmic Negativity (exact) = 4.164454454959387e-15\n"
      ]
     }
    ],
@@ -67,7 +67,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 2,
    "id": "eec8ffe0-b606-490c-9bc9-f4a51401ec06",
    "metadata": {},
    "outputs": [
@@ -103,7 +103,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 3,
    "id": "b9558a22-4bd0-4c87-b776-193cd0a18a14",
    "metadata": {},
    "outputs": [],
@@ -116,7 +116,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 4,
    "id": "4e2e900f-d996-4fb5-b259-32fba56e1974",
    "metadata": {},
    "outputs": [],
@@ -130,7 +130,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": 5,
    "id": "e8059915-ea72-48ee-b51b-5f2a4e84b651",
    "metadata": {},
    "outputs": [
@@ -140,22 +140,22 @@
      "text": [
       "=================================== Simulate 2-qubit =========================================\n",
       "Logarithmic Negativity (exact) = 0.4607085373250065\n",
-      "Logarithmic Negativity (HRF) = 0.5037943745848781\n",
+      "Logarithmic Negativity (HRF) = 0.5023735774657798\n",
       "=================================== Simulate 4-qubit =========================================\n",
       "Logarithmic Negativity (exact) = 0.844756958281152\n",
-      "Logarithmic Negativity (HRF) = 0.8540890214338566\n",
+      "Logarithmic Negativity (HRF) = 0.8590883068910752\n",
       "=================================== Simulate 6-qubit =========================================\n",
       "Logarithmic Negativity (exact) = 1.6779210392164574\n",
-      "Logarithmic Negativity (HRF) = 1.6878049433906073\n",
+      "Logarithmic Negativity (HRF) = 1.7173906754959771\n",
       "=================================== Simulate 8-qubit =========================================\n",
       "Logarithmic Negativity (exact) = 2.297051063765075\n",
-      "Logarithmic Negativity (HRF) = 2.370611767843103\n"
+      "Logarithmic Negativity (HRF) = 2.3877043577478925\n"
      ]
     }
    ],
    "source": [
     "import math\n",
-    "from qiskit.circuit.library import RealAmplitudes\n",
+    "from qiskit.circuit.library import real_amplitudes\n",
     "from qiskit.quantum_info import Statevector, state_fidelity, DensityMatrix\n",
     "import hadamard_random_forest as hrf\n",
     "\n",
@@ -168,7 +168,7 @@
     "\n",
     "for num_qubits in range(2, 9, 2):\n",
     "    print(f\"=================================== Simulate {num_qubits}-qubit =========================================\")\n",
-    "    ansatz = RealAmplitudes(num_qubits, entanglement='pairwise', reps=num_layers, insert_barriers=True, skip_final_rotation_layer=True)\n",
+    "    ansatz = real_amplitudes(num_qubits, entanglement='pairwise', reps=num_layers, insert_barriers=True, skip_final_rotation_layer=True)\n",
     "    params = loaded_param['parameter'][(num_qubits, num_layers)][0] \n",
     "    list_circuits = hrf.get_circuits(num_qubits, ansatz)\n",
     "\n",
@@ -212,16 +212,17 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 1,
    "id": "b56946c6-13a3-483c-b985-52f670ea28a4",
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Qiskit: 2.0.0\n",
-      "Qiskit Aer: 0.17.0\n",
+      "Qiskit: 2.1.2\n",
+      "Qiskit Aer: 0.17.1\n",
+      "Qiskit IBM Runtime: 0.41.1\n",
       "Mthree error mitigation: 3.0.0\n"
      ]
     }
@@ -249,7 +250,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
+   "display_name": "qenv (3.9.13)",
    "language": "python",
    "name": "python3"
   },
@@ -263,7 +264,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.14"
+   "version": "3.11.13"
   }
  },
  "nbformat": 4,