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quantum-ods · Sep 19, 2023 · a75565a · a75565a
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diff --git a/_images/copt_1_0.png b/_images/copt_1_0.png
diff --git a/_images/deutschs_algorithm_17_0.png b/_images/deutschs_algorithm_17_0.png
diff --git a/_images/dwave_19_0.png b/_images/dwave_19_0.png
diff --git a/_images/eigenvals_17_0.png b/_images/eigenvals_17_0.png
diff --git a/_images/eigenvals_19_1.png b/_images/eigenvals_19_1.png
diff --git a/_images/gradients_13_0.png b/_images/gradients_13_0.png
diff --git a/_images/gradients_21_0.png b/_images/gradients_21_0.png
diff --git a/_images/gradients_23_0.png b/_images/gradients_23_0.png
diff --git a/_images/gradients_3_0.png b/_images/gradients_3_0.png
diff --git a/_images/hybridsvm_24_0.png b/_images/hybridsvm_24_0.png
diff --git a/_images/hybridsvm_6_0.png b/_images/hybridsvm_6_0.png
diff --git a/_images/qiskit_13_1.png b/_images/qiskit_13_1.png
diff --git a/_images/vqc_10_0.png b/_images/vqc_10_0.png
diff --git a/_images/vqc_18_0.png b/_images/vqc_18_0.png
diff --git a/_images/vqe_9_1.png b/_images/vqe_9_1.png
diff --git a/_sources/book/dwave/ru/annealing_paper_1998.ipynb b/_sources/book/dwave/ru/annealing_paper_1998.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "53655dca",
+   "id": "b53c293d",
    "metadata": {},
    "source": [
     "(annealing_paper_1998)=\n",

diff --git a/_sources/book/dwave/ru/dwave.ipynb b/_sources/book/dwave/ru/dwave.ipynb
diff --git a/_sources/book/grads/ru/gradients.ipynb b/_sources/book/grads/ru/gradients.ipynb
diff --git a/_sources/book/grads/ru/hogradients.ipynb b/_sources/book/grads/ru/hogradients.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "b2af3ed9",
+   "id": "2fd2ca11",
    "metadata": {},
    "source": [
     "(hogradients)=\n",

diff --git a/_sources/book/linalg/ru/bra-ket.ipynb b/_sources/book/linalg/ru/bra-ket.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "29d5d725",
+   "id": "ffb96d8f",
    "metadata": {},
    "source": [
     "(bra-ket)=\n",
@@ -93,7 +93,7 @@
   {
    "cell_type": "code",
    "execution_count": 1,
-   "id": "acf97a42",
+   "id": "f77051fa",
    "metadata": {},
    "outputs": [
     {
@@ -122,7 +122,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "fb53f0ff",
+   "id": "1f50d2ed",
    "metadata": {},
    "source": [
     "Также в `Python` для многих операций есть соответствующие методы вместо функций и их сокращения, например `U.transpose()` -- то же самое, что `U.T`, а `U.conjugate()` -- `U.conj()`.\n",
@@ -170,7 +170,7 @@
   {
    "cell_type": "code",
    "execution_count": 2,
-   "id": "8a43acc3",
+   "id": "7e7ebb77",
    "metadata": {},
    "outputs": [
     {
@@ -217,7 +217,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "475244a3",
+   "id": "1e9dd74d",
    "metadata": {},
    "source": [
     "### Пример: оператор-проектор\n",

diff --git a/_sources/book/linalg/ru/numpy.ipynb b/_sources/book/linalg/ru/numpy.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "6ae03da8",
+   "id": "7a3cae0b",
    "metadata": {},
    "source": [
     "(numpy)=\n",
@@ -22,7 +22,7 @@
   {
    "cell_type": "code",
    "execution_count": 1,
-   "id": "8ded1380",
+   "id": "0b7b9326",
    "metadata": {},
    "outputs": [
     {
@@ -35,10 +35,10 @@
       "c = array([[1., 0., 0.],\n",
       "       [0., 1., 0.],\n",
       "       [0., 0., 1.]])\n",
-      "q = array([[0.68887712, 0.29766186, 0.20488799, 0.82606581, 0.19215539,\n",
-      "        0.80669731, 0.04749796, 0.84376436, 0.98234412, 0.26026244,\n",
-      "        0.06682318, 0.20963391, 0.60407885, 0.73916965, 0.04105598,\n",
-      "        0.7833357 , 0.35035853, 0.25628743, 0.62272382, 0.34212916]])\n"
+      "q = array([[0.82124374, 0.56826072, 0.99477624, 0.12746468, 0.93610918,\n",
+      "        0.41240917, 0.22420673, 0.37370812, 0.9157604 , 0.75456824,\n",
+      "        0.94885959, 0.88902097, 0.90143191, 0.59639812, 0.33652376,\n",
+      "        0.39476417, 0.70329667, 0.67054351, 0.73168138, 0.37639192]])\n"
      ]
     }
    ],
@@ -60,7 +60,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "c89b355b",
+   "id": "3b6d5ecd",
    "metadata": {},
    "source": [
     "## Арифметические операции\n",
@@ -70,7 +70,7 @@
   {
    "cell_type": "code",
    "execution_count": 2,
-   "id": "5eb7a0c0",
+   "id": "6a3c2643",
    "metadata": {},
    "outputs": [
     {
@@ -99,7 +99,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "38aee397",
+   "id": "e9e43a06",
    "metadata": {},
    "source": [
     "## Indexing, slicing and sugar\n",
@@ -110,7 +110,7 @@
   {
    "cell_type": "code",
    "execution_count": 3,
-   "id": "ca9d2bd9",
+   "id": "b96fc961",
    "metadata": {},
    "outputs": [
     {
@@ -166,7 +166,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "5bfa520f",
+   "id": "6cc0f744",
    "metadata": {},
    "source": [
     "Для работы с размерностями часто используются еще три конструкции: `None`, `...` (ellipsis, многоточие) и `:` (двоеточие)."
@@ -175,7 +175,7 @@
   {
    "cell_type": "code",
    "execution_count": 4,
-   "id": "bf6ebc8a",
+   "id": "e6dc8c3a",
    "metadata": {},
    "outputs": [
     {
@@ -226,7 +226,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "fb7a6c80",
+   "id": "2f10963d",
    "metadata": {},
    "source": [
     "В целом в `NumPy` очень здорово реализованы методы `__getitem__`/`__setitem__`."
@@ -235,7 +235,7 @@
   {
    "cell_type": "code",
    "execution_count": 5,
-   "id": "5441f334",
+   "id": "1b215cc9",
    "metadata": {},
    "outputs": [
     {
@@ -258,7 +258,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "a3c70bca",
+   "id": "0b8af093",
    "metadata": {},
    "source": [
     "Кроме того, мы можем делать индексацию по заданному условию с помощью `np.where`."
@@ -267,7 +267,7 @@
   {
    "cell_type": "code",
    "execution_count": 6,
-   "id": "e41d5589",
+   "id": "2ccab881",
    "metadata": {},
    "outputs": [
     {
@@ -300,7 +300,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "f0803157",
+   "id": "050de9b6",
    "metadata": {},
    "source": [
     "## Broadcasting\n",
@@ -311,7 +311,7 @@
   {
    "cell_type": "code",
    "execution_count": 7,
-   "id": "d4ef5edb",
+   "id": "8b1949f3",
    "metadata": {},
    "outputs": [
     {
@@ -331,7 +331,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "3b07ff84",
+   "id": "68fa462e",
    "metadata": {},
    "source": [
     "С точки зрения математики, ничего интересного тут не происходит: мы подразумевали умножение всего вектора на скаляр. Однако матричные операции в numpy справляются и с менее очевидными случаями, например, при сложении или вычитании вектора и скаляра:"
@@ -340,7 +340,7 @@
   {
    "cell_type": "code",
    "execution_count": 8,
-   "id": "8f709882",
+   "id": "66301a87",
    "metadata": {},
    "outputs": [
     {
@@ -360,7 +360,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "cf70c8aa",
+   "id": "37126db5",
    "metadata": {},
    "source": [
     "В numpy приняты следующие правила работы с массивами разного размера:\n",
@@ -386,7 +386,7 @@
   {
    "cell_type": "code",
    "execution_count": 9,
-   "id": "c444ff2b",
+   "id": "5227debf",
    "metadata": {},
    "outputs": [
     {
@@ -416,7 +416,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "ba7a65c9",
+   "id": "33c6c35a",
    "metadata": {},
    "source": [
     "Из-за этого для сравнения массивов с типом float используют `np.allclose`."
@@ -425,7 +425,7 @@
   {
    "cell_type": "code",
    "execution_count": 10,
-   "id": "07b294d9",
+   "id": "fb506f92",
    "metadata": {},
    "outputs": [
     {
@@ -444,7 +444,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "521f6ad7",
+   "id": "faf7b8cf",
    "metadata": {},
    "source": [
     "## NumPy и линейная алгебра\n",
@@ -455,7 +455,7 @@
   {
    "cell_type": "code",
    "execution_count": 11,
-   "id": "714e9096",
+   "id": "8f10ad57",
    "metadata": {},
    "outputs": [
     {
@@ -467,15 +467,15 @@
       "np.eye(3, k=-1, dtype=int) = array([[0, 0, 0],\n",
       "       [1, 0, 0],\n",
       "       [0, 1, 0]])\n",
-      "np.random.beta(1, 2) = 0.4045211768732308\n",
-      "np.random.randint(1, 5, (2, 3)) = array([[2, 4, 4],\n",
-      "       [4, 3, 4]])\n",
-      "a = array([[1, 2, 3],\n",
-      "       [3, 3, 2],\n",
-      "       [4, 2, 2]])\n",
+      "np.random.beta(1, 2) = 0.22371356284354812\n",
+      "np.random.randint(1, 5, (2, 3)) = array([[1, 4, 2],\n",
+      "       [4, 3, 2]])\n",
+      "a = array([[2, 2, 3],\n",
+      "       [2, 3, 1],\n",
+      "       [4, 4, 3]])\n",
       "a = array([[4, 2, 3],\n",
-      "       [3, 4, 2],\n",
-      "       [4, 2, 4]])\n",
+      "       [2, 4, 1],\n",
+      "       [4, 4, 4]])\n",
       "np.diag(a) = array([4, 4, 4])\n"
      ]
     }
@@ -503,7 +503,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "adb56922",
+   "id": "1f7c9053",
    "metadata": {},
    "source": [
     "### Решение систем линейных уравнений\n",
@@ -514,7 +514,7 @@
   {
    "cell_type": "code",
    "execution_count": 12,
-   "id": "76922da1",
+   "id": "a8429a04",
    "metadata": {},
    "outputs": [
     {
@@ -534,7 +534,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "7ac6a550",
+   "id": "676ae82c",
    "metadata": {},
    "source": [
     "### Обращение матриц\n",
@@ -545,7 +545,7 @@
   {
    "cell_type": "code",
    "execution_count": 13,
-   "id": "e3eef2a1",
+   "id": "a3a60e6c",
    "metadata": {},
    "outputs": [
     {
@@ -565,7 +565,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "3592250f",
+   "id": "b21764ae",
    "metadata": {},
    "source": [
     "### Собственные вектора и числа\n",
@@ -576,7 +576,7 @@
   {
    "cell_type": "code",
    "execution_count": 14,
-   "id": "a02b7448",
+   "id": "3b9c9721",
    "metadata": {},
    "outputs": [
     {
@@ -595,7 +595,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "34e22e76",
+   "id": "b0d23220",
    "metadata": {},
    "source": [
     "## Мы вкратце рассмотрели\n",

diff --git a/_sources/book/ml/ru/ml_l1.ipynb b/_sources/book/ml/ru/ml_l1.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "4698e93f",
+   "id": "2c924457",
    "metadata": {},
    "source": [
     "(mll1)=\n",

diff --git a/_sources/book/problems/ru/copt.ipynb b/_sources/book/problems/ru/copt.ipynb