add colab link.

shibing624 · shibing624 · commit 7828bbdac119 · 2021-10-12T21:08:38.000+08:00
diff --git a/01_base/02_列表类型_list.ipynb b/01_base/02_列表类型_list.ipynb
@@ -5,7 +5,8 @@
    "id": "bf1cba95",
    "metadata": {},
    "source": [
-    "[Open In Colab](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/01_base/02_列表类型_list.ipynb)\n",
+    "| [01_base/02_列表类型_list.ipynb](https://github.com/shibing624/python-tutorial/blob/master/01_base/02_列表类型_list.ipynb)  | Python列表类型  |[Open In Colab](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/01_base/02_列表类型_list.ipynb) |\n",
+    "\n",
     "\n",
     "# 列表\n",
     "\n"
diff --git a/01_base/03_元组类型_tuple.ipynb b/01_base/03_元组类型_tuple.ipynb
@@ -5,7 +5,8 @@
    "id": "ec58d47e",
    "metadata": {},
    "source": [
-    "[Open In Colab](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/01_base/03_元组类型_tuple.ipynb)\n",
+    "| [01_base/03_元组类型_tuple.ipynb](https://github.com/shibing624/python-tutorial/blob/master/01_base/03_元组类型_tuple.ipynb)  | Python元组  |[Open In Colab](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/01_base/03_元组类型_tuple.ipynb) |\n",
+    "\n",
     "\n",
     "# tuple\n",
     "\n",
diff --git a/01_base/04_字典类型_dict.ipynb b/01_base/04_字典类型_dict.ipynb
@@ -5,7 +5,8 @@
    "id": "8f486159",
    "metadata": {},
    "source": [
-    "[Open In Colab](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/01_base/04_字典类型_dict.ipynb)\n",
+    "| [01_base/04_字典类型_dict.ipynb](https://github.com/shibing624/python-tutorial/blob/master/01_base/04_字典类型_dict.ipynb)  | Python字典  |[Open In Colab](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/01_base/04_字典类型_dict.ipynb) |\n",
+    "\n",
     "\n",
     "# dict\n",
     "\n",
diff --git a/01_base/05_集合类型_set.ipynb b/01_base/05_集合类型_set.ipynb
@@ -5,7 +5,8 @@
    "id": "cf1244a8",
    "metadata": {},
    "source": [
-    "[Open In Colab](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/01_base/05_集合类型_set.ipynb)\n",
+    "| [01_base/05_集合类型_set.ipynb](https://github.com/shibing624/python-tutorial/blob/master/01_base/05_集合类型_set.ipynb)  | Python集合  |[Open In Colab](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/01_base/05_集合类型_set.ipynb) |\n",
+    "\n",
     "\n",
     "# 集合\n",
     "\n",
diff --git a/01_base/06_条件判断_if.ipynb b/01_base/06_条件判断_if.ipynb
@@ -5,7 +5,7 @@
    "id": "4af3adfa",
    "metadata": {},
    "source": [
-    "[Open In Colab](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/01_base/06_条件判断_if.ipynb)\n",
+    "| [01_base/06_条件判断_if.ipynb](https://github.com/shibing624/python-tutorial/blob/master/01_base/06_条件判断_if.ipynb)  | Python条件判断  |[Open In Colab](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/01_base/06_条件判断_if.ipynb) |\n",
     "\n",
     "# 条件判断\n",
     "\n",
diff --git a/01_base/07_列表推导式.ipynb b/01_base/07_列表推导式.ipynb
@@ -5,7 +5,8 @@
    "id": "01e2695a",
    "metadata": {},
    "source": [
-    "[Open In Colab](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/01_base/07_列表推导式.ipynb)\n",
+    "| [01_base/07_列表推导式.ipynb](https://github.com/shibing624/python-tutorial/blob/master/01_base/07_列表推导式.ipynb)  | Python列表推导式  |[Open In Colab](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/01_base/07_列表推导式.ipynb) |\n",
+    "\n",
     "\n",
     "# 列表推导式\n",
     "\n",
diff --git a/01_base/08_循环结构_loop.ipynb b/01_base/08_循环结构_loop.ipynb
@@ -5,6 +5,9 @@
    "id": "923f67db",
    "metadata": {},
    "source": [
+    "| [01_base/08_循环结构_loop.ipynb](https://github.com/shibing624/python-tutorial/blob/master/01_base/08_循环结构_loop.ipynb)  | Python循环  |[Open In Colab](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/01_base/08_循环结构_loop.ipynb) |\n",
+    "\n",
+    "\n",
     "# 循环\n",
     "\n",
     "## for循环"
@@ -221,4 +224,4 @@
  },
  "nbformat": 4,
  "nbformat_minor": 5
-}
+}
diff --git a/01_base/09_函数和模块.ipynb b/01_base/09_函数和模块.ipynb
@@ -5,6 +5,8 @@
    "id": "33370b62",
    "metadata": {},
    "source": [
+    "| [01_base/09_函数和模块.ipynb](https://github.com/shibing624/python-tutorial/blob/master/01_base/09_函数和模块.ipynb)  | Python函数  |[Open In Colab](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/01_base/09_函数和模块.ipynb) |\n",
+    "\n",
     "# 函数\n",
     "\n",
     "编程大师Martin Fowler先生曾经说过：“代码有很多种坏味道，重复是最坏的一种！”\n",
@@ -797,4 +799,4 @@
  },
  "nbformat": 4,
  "nbformat_minor": 5
-}
+}
diff --git a/01_base/10_文件和异常.ipynb b/01_base/10_文件和异常.ipynb
@@ -5,6 +5,8 @@
    "id": "143aa85b",
    "metadata": {},
    "source": [
+    "| [01_base/10_文件和异常.ipynb](https://github.com/shibing624/python-tutorial/blob/master/01_base/10_文件和异常.ipynb)  | Python文件和异常  |[Open In Colab](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/01_base/10_文件和异常.ipynb) |\n",
+    "\n",
     "# 文件\n"
    ]
   },
@@ -238,10 +240,10 @@
      "evalue": "float division by zero",
      "output_type": "error",
      "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mZeroDivisionError\u001b[0m                         Traceback (most recent call last)",
-      "\u001b[0;32m<ipython-input-49-e1a25e505720>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[0;32mwith\u001b[0m \u001b[0mopen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'new_file.txt'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'w'\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0mf\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      2\u001b[0m     \u001b[0;32mfor\u001b[0m \u001b[0mi\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mrange\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m3000\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 3\u001b[0;31m         \u001b[0mx\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m1.0\u001b[0m \u001b[0;34m/\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mi\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;36m1000\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      4\u001b[0m         \u001b[0mf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mwrite\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'hello world: '\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0mstr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mi\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0;34m'\\n'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;31mZeroDivisionError\u001b[0m: float division by zero"
+      "\u001B[0;31m---------------------------------------------------------------------------\u001B[0m",
+      "\u001B[0;31mZeroDivisionError\u001B[0m                         Traceback (most recent call last)",
+      "\u001B[0;32m<ipython-input-49-e1a25e505720>\u001B[0m in \u001B[0;36m<module>\u001B[0;34m\u001B[0m\n\u001B[1;32m      1\u001B[0m \u001B[0;32mwith\u001B[0m \u001B[0mopen\u001B[0m\u001B[0;34m(\u001B[0m\u001B[0;34m'new_file.txt'\u001B[0m\u001B[0;34m,\u001B[0m \u001B[0;34m'w'\u001B[0m\u001B[0;34m)\u001B[0m \u001B[0;32mas\u001B[0m \u001B[0mf\u001B[0m\u001B[0;34m:\u001B[0m\u001B[0;34m\u001B[0m\u001B[0;34m\u001B[0m\u001B[0m\n\u001B[1;32m      2\u001B[0m     \u001B[0;32mfor\u001B[0m \u001B[0mi\u001B[0m \u001B[0;32min\u001B[0m \u001B[0mrange\u001B[0m\u001B[0;34m(\u001B[0m\u001B[0;36m3000\u001B[0m\u001B[0;34m)\u001B[0m\u001B[0;34m:\u001B[0m\u001B[0;34m\u001B[0m\u001B[0;34m\u001B[0m\u001B[0m\n\u001B[0;32m----> 3\u001B[0;31m         \u001B[0mx\u001B[0m \u001B[0;34m=\u001B[0m \u001B[0;36m1.0\u001B[0m \u001B[0;34m/\u001B[0m \u001B[0;34m(\u001B[0m\u001B[0mi\u001B[0m \u001B[0;34m-\u001B[0m \u001B[0;36m1000\u001B[0m\u001B[0;34m)\u001B[0m\u001B[0;34m\u001B[0m\u001B[0;34m\u001B[0m\u001B[0m\n\u001B[0m\u001B[1;32m      4\u001B[0m         \u001B[0mf\u001B[0m\u001B[0;34m.\u001B[0m\u001B[0mwrite\u001B[0m\u001B[0;34m(\u001B[0m\u001B[0;34m'hello world: '\u001B[0m \u001B[0;34m+\u001B[0m \u001B[0mstr\u001B[0m\u001B[0;34m(\u001B[0m\u001B[0mi\u001B[0m\u001B[0;34m)\u001B[0m \u001B[0;34m+\u001B[0m \u001B[0;34m'\\n'\u001B[0m\u001B[0;34m)\u001B[0m\u001B[0;34m\u001B[0m\u001B[0;34m\u001B[0m\u001B[0m\n",
+      "\u001B[0;31mZeroDivisionError\u001B[0m: float division by zero"
      ]
     }
    ],
@@ -487,4 +489,4 @@
  },
  "nbformat": 4,
  "nbformat_minor": 5
-}
+}
diff --git a/01_base/11_线程和进程.ipynb b/01_base/11_线程和进程.ipynb
@@ -5,6 +5,8 @@
    "id": "aa1a927b",
    "metadata": {},
    "source": [
+    "| [01_base/11_线程和进程.ipynb](https://github.com/shibing624/python-tutorial/blob/master/01_base/11_线程和进程.ipynb)  | Python多线程和多进程  |[Open In Colab](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/01_base/11_线程和进程.ipynb) |\n",
+    "\n",
     "# 进程和线程\n",
     "\n",
     "## 进程\n",
@@ -342,4 +344,4 @@
  },
  "nbformat": 4,
  "nbformat_minor": 5
-}
+}
diff --git a/02_advanced/01_系统交互_os.ipynb b/02_advanced/01_系统交互_os.ipynb
@@ -6,6 +6,8 @@
     "collapsed": true
    },
    "source": [
+    "| [02_advanced/01_系统交互_os.ipynb](https://github.com/shibing624/python-tutorial/blob/master/02_advanced/01_系统交互_os.ipynb)  | Python系统交互操作  |[Open In Colab](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/02_advanced/01_系统交互_os.ipynb) |\n",
+    "\n",
     "# os模块\n",
     "\n",
     "Python的内置os模块，是与操作系统进行交互的模块，主要有如下功能：\n",
@@ -751,4 +753,4 @@
  },
  "nbformat": 4,
  "nbformat_minor": 1
-}
+}
diff --git a/02_advanced/02_数据库_sql.ipynb b/02_advanced/02_数据库_sql.ipynb
@@ -5,6 +5,8 @@
    "id": "8b6eb478",
    "metadata": {},
    "source": [
+    "| [02_advanced/02_数据库_sql.ipynb](https://github.com/shibing624/python-tutorial/blob/master/02_advanced/02_数据库_sql.ipynb)  | Python操作mysql数据库  |[Open In Colab](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/02_advanced/02_数据库_sql.ipynb) |\n",
+    "\n",
     "# 数据库\n",
     "\n",
     "\n",
@@ -283,4 +285,4 @@
  },
  "nbformat": 4,
  "nbformat_minor": 5
-}
+}
diff --git a/02_advanced/03_高阶函数.ipynb b/02_advanced/03_高阶函数.ipynb
@@ -5,6 +5,8 @@
    "id": "70f24c79",
    "metadata": {},
    "source": [
+    "| [02_advanced/03_高阶函数.ipynb](https://github.com/shibing624/python-tutorial/blob/master/02_advanced/03_高阶函数.ipynb)  | map、filter、lambda高阶函数  |[Open In Colab](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/02_advanced/03_高阶函数.ipynb) |\n",
+    "\n",
     "# 高阶函数\n",
     "在 Python 中，函数是一种基本类型的对象，这意味着可以将函数作为参数传给另一个函数。\n",
     "\n",
@@ -654,4 +656,4 @@
  },
  "nbformat": 4,
  "nbformat_minor": 5
-}
+}
diff --git a/02_advanced/04_迭代器与生成器.ipynb b/02_advanced/04_迭代器与生成器.ipynb
@@ -5,6 +5,8 @@
    "id": "48ac95ca",
    "metadata": {},
    "source": [
+    "| [02_advanced/04_迭代器与生成器.ipynb](https://github.com/shibing624/python-tutorial/blob/master/02_advanced/04_迭代器与生成器.ipynb)  | 迭代器和yield生成器  |[Open In Colab](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/02_advanced/04_迭代器与生成器.ipynb) |\n",
+    "\n",
     "# 迭代器\n",
     "\n",
     "迭代是Python最强大的功能之一，是访问集合元素的一种方式。\n",
@@ -726,4 +728,4 @@
  },
  "nbformat": 4,
  "nbformat_minor": 5
-}
+}
diff --git a/02_advanced/05_上下文管理器.ipynb b/02_advanced/05_上下文管理器.ipynb
@@ -5,6 +5,8 @@
    "id": "b53717ac",
    "metadata": {},
    "source": [
+    "| [02_advanced/05_上下文管理器.ipynb](https://github.com/shibing624/python-tutorial/blob/master/02_advanced/05_上下文管理器.ipynb)  | with语句  |[Open In Colab](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/02_advanced/05_上下文管理器.ipynb) |\n",
+    "\n",
     "# 上下文管理器\n",
     "\n",
     "## with\n",
@@ -232,4 +234,4 @@
  },
  "nbformat": 4,
  "nbformat_minor": 5
-}
+}
diff --git a/02_advanced/06_装饰器.ipynb b/02_advanced/06_装饰器.ipynb
@@ -5,6 +5,8 @@
    "id": "92d19e69",
    "metadata": {},
    "source": [
+    "| [02_advanced/06_装饰器.ipynb](https://github.com/shibing624/python-tutorial/blob/master/02_advanced/06_装饰器.ipynb)  | Decorator装饰器  |[Open In Colab](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/02_advanced/06_装饰器.ipynb) |\n",
+    "\n",
     "# 装饰器：Decorator\n",
     "如果你有一批变量想统一按一个规则处理，并且需要缩减代码，你需要函数。\n",
     "\n",
@@ -636,4 +638,4 @@
  },
  "nbformat": 4,
  "nbformat_minor": 5
-}
+}
diff --git a/02_advanced/07_面向对象编程.ipynb b/02_advanced/07_面向对象编程.ipynb
@@ -5,6 +5,8 @@
    "id": "1f0b9e91",
    "metadata": {},
    "source": [
+    "| [02_advanced/07_面向对象编程.ipynb](https://github.com/shibing624/python-tutorial/blob/master/02_advanced/07_面向对象编程.ipynb)  | Python类  |[Open In Colab](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/02_advanced/07_面向对象编程.ipynb) |\n",
+    "\n",
     "# 面向对象编程：OOP\n",
     "\n",
     "\n",
diff --git a/03_data_science/01_Numpy数组.ipynb b/03_data_science/01_Numpy数组.ipynb
@@ -6,6 +6,8 @@
     "collapsed": true
    },
    "source": [
+    "| [03_data_science/01_Numpy数组.ipynb](https://github.com/shibing624/python-tutorial/blob/master/03_data_science/01_Numpy数组.ipynb)  | Numpy array数组  |[Open In Colab](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/03_data_science/01_Numpy数组.ipynb) |\n",
+    "\n",
     "# Numpy数组\n",
     "\n",
     "\n",
@@ -310,4 +312,4 @@
  },
  "nbformat": 4,
  "nbformat_minor": 1
-}
+}
diff --git a/03_data_science/02_Numpy索引.ipynb b/03_data_science/02_Numpy索引.ipynb
@@ -5,6 +5,8 @@
    "id": "9047b87b",
    "metadata": {},
    "source": [
+    "| [03_data_science/02_Numpy索引.ipynb](https://github.com/shibing624/python-tutorial/blob/master/03_data_science/02_Numpy索引.ipynb)  | Numpy index索引  |[Open In Colab](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/03_data_science/02_Numpy索引.ipynb) |\n",
+    "\n",
     "# Numpy索引：index"
    ]
   },
@@ -893,4 +895,4 @@
  },
  "nbformat": 4,
  "nbformat_minor": 5
-}
+}
diff --git a/03_data_science/03_Numpy方法.ipynb b/03_data_science/03_Numpy方法.ipynb
@@ -5,6 +5,8 @@
    "id": "c01a71aa",
    "metadata": {},
    "source": [
+    "| [03_data_science/03_Numpy方法.ipynb](https://github.com/shibing624/python-tutorial/blob/master/03_data_science/03_Numpy方法.ipynb)  | Numpy 方法  |[Open In Colab](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/03_data_science/03_Numpy方法.ipynb) |\n",
+    "\n",
     "# Numpy方法\n",
     "\n",
     "Numpy的常用方法。\n"
@@ -2115,4 +2117,4 @@
  },
  "nbformat": 4,
  "nbformat_minor": 5
-}
+}
diff --git a/03_data_science/04_Matpoltlib画图.ipynb b/03_data_science/04_Matpoltlib画图.ipynb
@@ -5,6 +5,8 @@
    "id": "7ab18d1b",
    "metadata": {},
    "source": [
+    "| [03_data_science/04_Matpoltlib画图.ipynb](https://github.com/shibing624/python-tutorial/blob/master/03_data_science/04_Matpoltlib画图.ipynb)  | Matpoltlib画图  |[Open In Colab](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/03_data_science/04_Matpoltlib画图.ipynb) |\n",
+    "\n",
     "# 画图：pyplot\n",
     "\n",
     "画图，引入matplotlib库的pyplot方法：\n",
@@ -744,4 +746,4 @@
  },
  "nbformat": 4,
  "nbformat_minor": 5
-}
+}
diff --git a/03_data_science/05_SciPy统计分布.ipynb b/03_data_science/05_SciPy统计分布.ipynb
@@ -5,6 +5,8 @@
    "id": "d6b0f8b0",
    "metadata": {},
    "source": [
+    "| [03_data_science/05_SciPy统计分布.ipynb](https://github.com/shibing624/python-tutorial/blob/master/03_data_science/05_SciPy统计分布.ipynb)  | Scipy统计分布  |[Open In Colab](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/03_data_science/05_SciPy统计分布.ipynb) |\n",
+    "\n",
     "# SciPy统计分布\n",
     "\n",
     "## SciPy的简介\n",
@@ -782,4 +784,4 @@
  },
  "nbformat": 4,
  "nbformat_minor": 5
-}
+}
diff --git a/03_data_science/06_SciPy曲线拟合.ipynb b/03_data_science/06_SciPy曲线拟合.ipynb
@@ -5,6 +5,8 @@
    "id": "4dd365a3",
    "metadata": {},
    "source": [
+    "| [03_data_science/06_SciPy曲线拟合.ipynb](https://github.com/shibing624/python-tutorial/blob/master/03_data_science/06_SciPy曲线拟合.ipynb)  | Scipy曲线  |[Open In Colab](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/03_data_science/06_SciPy曲线拟合.ipynb) |\n",
+    "\n",
     "# SciPy曲线拟合"
    ]
   },
@@ -537,4 +539,4 @@
  },
  "nbformat": 4,
  "nbformat_minor": 5
-}
+}
diff --git a/03_data_science/07_Pandas数据类型.ipynb b/03_data_science/07_Pandas数据类型.ipynb
@@ -5,6 +5,8 @@
    "id": "6d81753b",
    "metadata": {},
    "source": [
+    "| [03_data_science/07_Pandas数据类型.ipynb](https://github.com/shibing624/python-tutorial/blob/master/03_data_science/07_Pandas数据类型.ipynb)  | Pandas数据类型  |[Open In Colab](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/03_data_science/07_Pandas数据类型.ipynb) |\n",
+    "\n",
     "# Pandas数据分析\n",
     "\n",
     "Pandas是Python的一个用于数据分析的库： http://pandas.pydata.org\n",
@@ -3399,4 +3401,4 @@
  },
  "nbformat": 4,
  "nbformat_minor": 5
-}
+}
diff --git a/03_data_science/08_Pandas数据操作.ipynb b/03_data_science/08_Pandas数据操作.ipynb
@@ -5,6 +5,8 @@
    "id": "e5929f99",
    "metadata": {},
    "source": [
+    "| [03_data_science/08_Pandas数据操作.ipynb](https://github.com/shibing624/python-tutorial/blob/master/03_data_science/08_Pandas数据操作.ipynb)  | Pandas操作  |[Open In Colab](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/03_data_science/08_Pandas数据操作.ipynb) |\n",
+    "\n",
     "# 3. Pandas数据操作"
    ]
   },
@@ -4060,4 +4062,4 @@
  },
  "nbformat": 4,
  "nbformat_minor": 5
-}
+}
diff --git a/03_data_science/09_Scikit-Learn分类.ipynb b/03_data_science/09_Scikit-Learn分类.ipynb
@@ -5,6 +5,8 @@
    "id": "ac1b2f80",
    "metadata": {},
    "source": [
+    "| [03_data_science/09_Scikit-Learn分类.ipynb](https://github.com/shibing624/python-tutorial/blob/master/03_data_science/09_Scikit-Learn分类.ipynb)  | Scikit-Learn数据分类  |[Open In Colab](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/03_data_science/09_Scikit-Learn分类.ipynb) |\n",
+    "\n",
     "# Scikit-Learn的应用\n",
     "机器学习库，机器学习分为监督学习和非监督学习：\n",
     "![ml](../docs/imgs/ml_taxonomy.png)"
@@ -1082,4 +1084,4 @@
  },
  "nbformat": 4,
  "nbformat_minor": 5
-}
+}
diff --git a/03_data_science/10_Scikit-Learn聚类.ipynb b/03_data_science/10_Scikit-Learn聚类.ipynb
diff --git a/05_spider/01_爬虫介绍.ipynb b/05_spider/01_爬虫介绍.ipynb
diff --git a/05_spider/02_网页解析和存储.ipynb b/05_spider/02_网页解析和存储.ipynb
