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akfamily · Nov 5, 2023 · d958529 · d958529
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diff --git a/_images/0ed84ec400c121d04af16b071cd1ac784ea88a897720540ea74dea6f570c43ed.png b/_images/0ed84ec400c121d04af16b071cd1ac784ea88a897720540ea74dea6f570c43ed.png
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diff --git a/_images/c5f1a25cc506aee414fcc33e14fcee3a7daa0a45c9e6fd3bcdde232beefb5162.png b/_images/c5f1a25cc506aee414fcc33e14fcee3a7daa0a45c9e6fd3bcdde232beefb5162.png
diff --git a/_images/ca448ebd5b1bcc16d0f07f21d9f7fc9677834ec6b4728dea3648ea1621629527.png b/_images/ca448ebd5b1bcc16d0f07f21d9f7fc9677834ec6b4728dea3648ea1621629527.png
diff --git a/_images/e46002bcd66be18cf77fe4fa5ba7e45a62b98c6d158eb58bf936fc31464e1186.png b/_images/e46002bcd66be18cf77fe4fa5ba7e45a62b98c6d158eb58bf936fc31464e1186.png
diff --git a/_images/f35db2665cb29dd0bf0f2f95588a7d160cf65c30fd1561f0d9a6f7127a6b1ce2.png b/_images/f35db2665cb29dd0bf0f2f95588a7d160cf65c30fd1561f0d9a6f7127a6b1ce2.png
diff --git a/_sources/docs/about.ipynb b/_sources/docs/about.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "d59d0b98",
+   "id": "8873a2bc",
    "metadata": {},
    "source": [
     "(about)=\n",

diff --git a/_sources/docs/fin_cryptocurrency.ipynb b/_sources/docs/fin_cryptocurrency.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "d6b5a492",
+   "id": "e61f3ff5",
    "metadata": {},
    "source": [
     "# 加密货币\n",

diff --git a/_sources/docs/fin_futures.ipynb b/_sources/docs/fin_futures.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "7c5916fc",
+   "id": "dc6a94aa",
    "metadata": {},
    "source": [
     "# 期货\n",

diff --git a/_sources/docs/fin_fx.ipynb b/_sources/docs/fin_fx.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "d987d2a8",
+   "id": "ed759d51",
    "metadata": {},
    "source": [
     "# 外汇\n",

diff --git a/_sources/docs/fin_option.ipynb b/_sources/docs/fin_option.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "7075c121",
+   "id": "4b51483f",
    "metadata": {},
    "source": [
     "# 期权\n",

diff --git a/_sources/docs/fin_stock.ipynb b/_sources/docs/fin_stock.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "d5a9d65d",
+   "id": "e35efd93",
    "metadata": {},
    "source": [
     "# 股票\n",

diff --git a/_sources/docs/fin_strategy.ipynb b/_sources/docs/fin_strategy.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "6849ce70",
+   "id": "6d8626b8",
    "metadata": {},
    "source": [
     "# 量化策略\n",

diff --git a/_sources/docs/getting_started.ipynb b/_sources/docs/getting_started.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "7d88448f",
+   "id": "b934979d",
    "metadata": {},
    "source": [
     "(getting_started)=\n",
@@ -231,7 +231,7 @@
   {
    "cell_type": "code",
    "execution_count": 1,
-   "id": "0e4db595",
+   "id": "f8725c48",
    "metadata": {},
    "outputs": [
     {
@@ -268,7 +268,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "6e33792b",
+   "id": "4c5ec83e",
    "metadata": {},
    "source": [
     "Don\\'t worry about the details for now --- let\\'s just run it and see\n",

diff --git a/_sources/docs/learn_more.ipynb b/_sources/docs/learn_more.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "ba7b937b",
+   "id": "26ac1417",
    "metadata": {},
    "source": [
     "(learn_more)=\n",
@@ -23,7 +23,7 @@
   {
    "cell_type": "code",
    "execution_count": 1,
-   "id": "0bfd324a",
+   "id": "24ec1a96",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -36,7 +36,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "0f837d87",
+   "id": "6b7584df",
    "metadata": {},
    "source": [
     "Now let\\'s take the inner product"
@@ -45,13 +45,13 @@
   {
    "cell_type": "code",
    "execution_count": 2,
-   "id": "b678f133",
+   "id": "2c9d26b2",
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "1.5265566588595902e-16"
+       "9.853229343548264e-16"
       ]
      },
      "execution_count": 2,
@@ -65,7 +65,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "f2d052f1",
+   "id": "365ac9d3",
    "metadata": {},
    "source": [
     "The number you see here might vary slightly due to floating point arithmetic\n",
@@ -92,7 +92,7 @@
   {
    "cell_type": "code",
    "execution_count": 3,
-   "id": "b1647f6e",
+   "id": "06b913e1",
    "metadata": {},
    "outputs": [
     {
@@ -118,7 +118,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "f8e12d72",
+   "id": "821d3eec",
    "metadata": {},
    "source": [
     "SciPy includes many of the standard routines used in\n",
@@ -180,7 +180,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "2dc4648c",
+   "id": "70da0f1b",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -192,7 +192,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "1e5264b2",
+   "id": "bd4958e7",
    "metadata": {},
    "source": [
     "We can manipulate expressions"
@@ -201,7 +201,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "f8c82778",
+   "id": "3c7c7c31",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -211,7 +211,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "d637bf14",
+   "id": "9ecfd547",
    "metadata": {},
    "source": [
     "solve polynomials"
@@ -220,7 +220,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "5dfee38a",
+   "id": "7c7963b2",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -231,7 +231,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "2979bcd8",
+   "id": "67470afb",
    "metadata": {},
    "source": [
     "and calculate limits, derivatives and integrals"
@@ -240,7 +240,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "56663b97",
+   "id": "0502ab36",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -252,7 +252,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "c9d249f9",
+   "id": "41fc16bc",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -262,7 +262,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "3bfe9dcd",
+   "id": "c755e2a7",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -271,7 +271,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "5663d9a1",
+   "id": "f9b3f028",
    "metadata": {},
    "source": [
     "The beauty of importing this functionality into Python is that we are\n",
@@ -294,7 +294,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "ab5eef12",
+   "id": "7301df13",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -311,7 +311,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "0f524850",
+   "id": "63adde6a",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -320,7 +320,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "ee0c8428",
+   "id": "dc47f28f",
    "metadata": {},
    "source": [
     "## AKShare\n",
@@ -332,7 +332,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "d83bfb2e",
+   "id": "b863d80e",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -346,7 +346,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "6c3cb405",
+   "id": "afce4585",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -355,7 +355,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "24da3245",
+   "id": "aa5e6d27",
    "metadata": {},
    "source": [
     "## Further Reading\n",

diff --git a/_sources/docs/python_by_example.ipynb b/_sources/docs/python_by_example.ipynb
diff --git a/docs/learn_more.html b/docs/learn_more.html
@@ -412,7 +412,7 @@ <h2>NumPy<a class="headerlink" href="#numpy" title="Permalink to this heading">#
 </div>
 </div>
 <div class="cell_output docutils container">
-<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>1.5265566588595902e-16
+<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>9.853229343548264e-16
 </pre></div>
 </div>
 </div>