{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Practical Deep Learning for Coders, v3" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# 00_notebook_tutorial" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Important note:** You should always work on a duplicate of the course notebook. On the page you used to open this, tick the box next to the name of the notebook and click duplicate to easily create a new version of this notebook.
\n", "You will get errors each time you try to update your course repository if you don't do this, and your changes will end up being erased by the original course version.
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**重要提示:** 你应该在课程notebook的副本上工作。在你打开notebook的页面上,勾选notebook名称旁的选择框,然后点击复制就能轻松创建一个新的notebook副本了。
\n", "如果你不这样做,那么当你尝试更新课程资源库时就会报错,你的改动会被课程的原始内容所覆盖。" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Welcome to Jupyter Notebooks!" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# 欢迎来到Jupyter Notebooks!" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If you want to learn how to use this tool you've come to the right place. This article will teach you all you need to know to use Jupyter Notebooks effectively. You only need to go through Section 1 to learn the basics and you can go into Section 2 if you want to further increase your productivity.
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "如果你想学习如何使用这个工具,你来对地方了。这篇文章将教你高效使用jupyter notebook的所有应知应会的内容。你只需完成第1节的内容,就能学到基础知识,如果你想进一步生提高生产率,可以去学习第2节的内容。" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You might be reading this tutorial in a web page (maybe Github or the course's webpage). We strongly suggest to read this tutorial in a (yes, you guessed it) Jupyter Notebook. This way you will be able to actually *try* the different commands we will introduce here.
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "你可能正在通过网页来阅读这篇教程(可能是github网站,或课程的网页上)。我们强烈建议你(没错,你猜对了)在jupyter notebook中来阅读本教程。这种方式可以让你实际*尝试*在本文中介绍到的不同命令。" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Section 1: Need to Know " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 第1节:需知" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Introduction 简介" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's build up from the basics, what is a Jupyter Notebook? Well, you are reading one. It is a document made of cells. You can write like I am writing now (markdown cells) or you can perform calculations in Python (code cells) and run them like this:
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "让我们从最基础的部分开始说起,Jupyter Notebook是什么? 你现在看到的就是一个notebook。它是由一些单元格(cells)组成的文档。你可以像我这样(使用markdown cells)写入内容,你也可以(使用code cells)执行Python中的计算程序并且像下面这样来运行它们:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "1+1" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Cool huh? This combination of prose and code makes Jupyter Notebook ideal for experimentation: we can see the rationale for each experiment, the code and the results in one comprehensive document. In fast.ai, each lesson is documented in a notebook and you can later use that notebook to experiment yourself.
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "是不是很cool?这种将普通文本和代码结合起来的模式,使得Jupyter Notebook成为做实验的绝佳选择:在一篇综合性文档中,我们可以既可以看到每个实验的原理讲解,又可以看到对应代码,甚至还有代码运行后的结果。在fast.ai课程里,每一节课的内容都以notebook方式来呈现,随后你也可以自己使用对应的notebook来做实验。" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Other renowned institutions in academy and industry use Jupyter Notebook: Google, Microsoft, IBM, Bloomberg, Berkeley and NASA among others. Even Nobel-winning economists [use Jupyter Notebooks](https://paulromer.net/jupyter-mathematica-and-the-future-of-the-research-paper/) for their experiments and some suggest that Jupyter Notebooks will be the [new format for research papers](https://www.theatlantic.com/science/archive/2018/04/the-scientific-paper-is-obsolete/556676/).
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "许多在学术界和工业界久负盛名的机构也在使用Jupyter Notebook,比如Google, Microsoft,IBM,Bloomberg,Berkeley以及NASA等,甚至诺贝尔经济学奖得主也在[使用Jupyter Notebooks](https://paulromer.net/jupyter-mathematica-and-the-future-of-the-research-paper/) 来进行实验,其中有一些经济学奖得主认为Jupyter Notebook将成为[新的学术论文格式](https://www.theatlantic.com/science/archive/2018/04/the-scientific-paper-is-obsolete/556676/)。" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Writing 写作" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A type of cell in which you can write like this is called _Markdown_. [_Markdown_](https://en.wikipedia.org/wiki/Markdown) is a very popular markup language. To specify that a cell is _Markdown_ you need to click in the drop-down menu in the toolbar and select _Markdown_.
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "_Markdown_ 是jupyter notebook里单元格的一种类型,它可以让你进行本文写作。[Markdown](https://en.wikipedia.org/wiki/Markdown) 是一种非常流行的标记语言。为了指定一个单元格为*_Markdown_*,你需要点击工具栏中的下拉菜单并且选择*_Markdown_*。" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Click on the the '+' button on the left and select _Markdown_ from the toolbar.
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "点击左边的“+”按钮,从工具栏中选择*_Markdown_*。" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now you can type your first _Markdown_ cell. Write 'My first markdown cell' and press run.
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "现在你可以创建你的第一个*_Markdown_*单元格了。在单元格中输入“My first markdown cell”并点击run。" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "![](http://ml.xiniuedu.com/fastai/0/1.png)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You should see something like this:
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "你将看到下面的内容:" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "My first markdown cell" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now try making your first _Code_ cell: follow the same steps as before but don't change the cell type (when you add a cell its default type is _Code_). Type something like 3/2. You should see '1.5' as output.
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "现在试着创建你的第一个*_Code_*单元格:遵循前面介绍的步骤,但是不要修改单元格的类型(当你添加一个单元格时,它的默认类型就是*_Code_*)。输入一些代码,比如3/2,那么你的输出为“1.5”。" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "1.5" ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" } ], "source": [ "3/2" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Modes 模式" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If you made a mistake in your *Markdown* cell and you have already ran it, you will notice that you cannot edit it just by clicking on it. This is because you are in **Command Mode**. Jupyter Notebooks have two distinct modes:
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "如果你在*Markdown*单元格中犯了错误并且已经运行过此单元格,你会发现不能仅通过点击它来进行编辑。这是因为你处于**命令模式**。Jupyter notebooks有两种不同的工作模式:
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "1. **Edit Mode**: Allows you to edit a cell's content.
\n", " **编辑模式**:允许你对单个单元格的内容进行编辑。" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "2. **Command Mode**: Allows you to edit the notebook as a whole and use keyboard shortcuts but not edit a cell's content.
\n", " **命令模式**:允许你使用键盘快捷键,将notebook作为一个整体进行编辑,但不能对单个单元格的内容进行编辑。" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can toggle between these two by either pressing ESC and Enter or clicking outside a cell or inside it (you need to \n", "double click if its a Markdown cell). You can always know which mode you're on since the current cell has a green border if in **Edit Mode** and a blue border in **Command Mode**. Try it!
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "你可以在这两种模式间转换,方法是同时按下ESCEnter键,或者通过点击一个单元格的外面或者里面来切换(如果是Markdown单元格,你需要双击实现模式切换)。你总是可以通过观察当前单元格的边框颜色来判断当前单元格处于什么模式:如果边框是绿色则表示处在**编辑模式**,如果是蓝色边框则表示处在**命令模式**。试一试吧!" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Other Important Considerations 其他重要考虑因素" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "1. Your notebook is autosaved every 120 seconds. If you want to manually save it you can just press the save button on the upper left corner or press s in **Command Mode**.
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "你的notebook每过120秒就将自动保存。如果你希望手工保存,只需点击左上角的save按钮即可,或者在**命令模式**下按下s键。" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "![](http://ml.xiniuedu.com/fastai/0/2.png)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "2. To know if your kernel is computing or not you can check the dot in your upper right corner. If the dot is full, it means that the kernel is working. If not, it is idle. You can place the mouse on it and see the state of the kernel be displayed.
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "如果你想知道你的kernel是否在运行中,你可以检查右上角的圆点。如果是实心的,表示kernel正在工作中,如果是空心的,则表示kernel空闲。你也可以将鼠标悬浮于圆点上,来查看kernel的状态。" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "![](http://ml.xiniuedu.com/fastai/0/3.png)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "3. There are a couple of shortcuts you must know about which we use **all** the time (always in **Command Mode**). These are:
\n", "(处于**命令模式**时)有一些我们**总是**要用的键盘快捷键,你必须掌握。如下所示:\n", "\n", "Shift+Enter: Runs the code or markdown on a cell
\n", "Shift+Enter:运行一个单元格中的代码或者格式化文本\n", "\n", "Up Arrow+Down Arrow: Toggle across cells
\n", "Up Arrow+Down Arrow:在单元格之间切换选择\n", "\n", "\n", "b: Create new cell
\n", "b: 创建一个新的单元格\n", "\n", "0+0: Reset Kernel
\n", "0+0: 重置 Kernel\n", "\n", "You can find more shortcuts in the Shortcuts section below.
\n", "在下面的章节,你还会看到更多快捷键的说明。" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "4. You may need to use a terminal in a Jupyter Notebook environment (for example to git pull on a repository). That is very easy to do, just press 'New' in your Home directory and 'Terminal'. Don't know how to use the Terminal? We made a tutorial for that as well. You can find it [here](https://course.fast.ai/terminal_tutorial.html).
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "你可能需要在Jupyter Notebook的环境中使用terminal(比如通过git pull指令拉取一个repo)。这也非常简单,只需要在你的首页点击“New”,再选择“Terminal”即可。不知道具体怎么用Terminal?我们准备了一篇教程,你可以在 [这里](https://course.fast.ai/terminal_tutorial.html) 找到。" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "![](http://ml.xiniuedu.com/fastai/0/4.png)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "That's it. This is all you need to know to use Jupyter Notebooks. That said, we have more tips and tricks below ↓↓↓
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "好了,这就是使用Jupyter Notebooks时,你需要知道的知识点。当然了,下面还会介绍更多小技巧↓↓↓" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Section 2: Going deeper " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 第2节:更进一步" ] }, { "cell_type": "markdown", "metadata": { "hide_input": false }, "source": [ "### Markdown formatting 设定markdown的格式" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Italics, Bold, Strikethrough, Inline, Blockquotes and Links " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### 斜体,粗体,删除线,内联,引用和链接" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The five most important concepts to format your code appropriately when using markdown are:
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "当你使用markdown时,有五种最重要的格式设定,它们的作用如下:" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "1. *Italics*: Surround your text with '\\_' or '\\*' \n", "*斜体*: 在文本两边包裹上“\\_”或者“\\*”
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "2. **Bold**: Surround your text with '\\__' or '\\**' \n", "**粗体**: 在文本两边包裹上“\\__”或者“**”
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "3. `inline`: Surround your text with '\\`' \n", "`内联`: 文本两边包裹上“\\`”
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "4. > blockquote: Place '\\>' before your text. \n", "> 引用:在文本前加上前缀“\\>”
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "5. [Links](https://course.fast.ai/): Surround the text you want to link with '\\[\\]' and place the link adjacent to the text, surrounded with '()'
\n", "[链接](https://course.fast.ai/): 在文本两边包裹上 “\\[\\]”(这里是方括号),并且紧跟着将链接文本放在“()”中" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Headings 标题" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Notice that including a hashtag before the text in a markdown cell makes the text a heading. The number of hashtags you include will determine the priority of the header ('#' is level one, '##' is level two, '###' is level three and '####' is level four). We will add three new cells with the '+' button on the left to see how every level of heading looks.
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "在一个markdown单元格的文本前添加一个“#”,就可将该文本设定为标题了。“#”的个数决定了文本的优先级别。(“#”表示一级标题,“##”表示二级标题,“###”表示三级标题,“####”表示四级标题)。我们通过点击“+”来添加三个新的单元格来演示各个级别的标题都是什么样子的。" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Double click on some headings and find out what level they are!
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "双击下面的标题,看看他们都是什么级别的吧!" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Lists 列表" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "There are three types of lists in markdown.
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "在markdown中有三种类型的列表。" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Ordered list: 有序列表\n", "\n", "1. Step 1
A.Step 1B\n", "2. Step 3" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Unordered list 无序列表\n", "\n", "* learning rate 学习速率\n", "* cycle length 周期长度\n", "* weight decay 权重衰减" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Task list 任务列表\n", "\n", "- [x] Learn Jupyter Notebooks 学习Jupyter Notebooks\n", " - [x] Writing 写作\n", " - [x] Modes 模式\n", " - [x] Other Considerations 其他考虑因素\n", "- [ ] Change the world 改变世界" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Double click on each to see how they are built! " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "双击查看这些列表是怎么构建出来的!" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Code Capabilities 代码能力" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Code** cells are different than **Markdown** cells in that they have an output cell. This means that we can *keep* the results of our code within the notebook and share them. Let's say we want to show a graph that explains the result of an experiment. We can just run the necessary cells and save the notebook. The output will be there when we open it again! Try it out by running the next four cells.
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Code**单元格和**Markdown**单元格是不同类型的单元格,因为**Code**单元格中有一个输出单元格。这意味着我们可以在notebook中 *保留* 代码执行结果,并分享它们。当我们想要展示实验结果的图表时,我们只需要运行必要的单元格并保存notebook。运行结果会在我们再次打开时显示出来!试试看运行接下来的4个单元格吧!" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Import necessary libraries\n", "from fastai.vision import * \n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from PIL import Image" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(1, 2, 4, 8)" ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" } ], "source": [ "a = 1\n", "b = a + 1\n", "c = b + a + 1\n", "d = c + b + a + 1\n", "a, b, c ,d" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.plot([a,b,c,d])\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can also print images while experimenting. I am watching you.
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "我们也可以在做实验过程中显示一些图片。(这只猫的图片就像在说)“我在看着你哦”。" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Image.open('images/notebook_tutorial/cat_example.jpg')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Running the app locally 本地运行app" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You may be running Jupyter Notebook from an interactive coding environment like Gradient, Sagemaker or Salamander. You can also run a Jupyter Notebook server from your local computer. What's more, if you have installed Anaconda you don't even need to install Jupyter (if not, just `pip install jupyter`).
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "你可能在Gradient, Sagemaker或者Salamander,这样的交互式编码环境中运行Jupyter Notebook。你也可以在本地计算机上运行一个Jupyter Notebook服务器。此外,如果你安装了Anaconda,你甚至不用单独安装Jupyter(如果没有安装的话,只要运行一下`pip install jupyter`就可以了)。" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You just need to run `jupyter notebook` in your terminal. Remember to run it from a folder that contains all the folders/files you will want to access. You will be able to open, view and edit files located within the directory in which you run this command but not files in parent directories.
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "你只需要在你的terminal上运行`jupyter notebook`命令即可。记住在包含你希望访问的文件夹/文件的总文件夹那里来运行这条命令。这样你就可以打开,查看和编辑,运行了`jupyter notebook`命令的文件夹中的文件了,但是记在父目录里面的文件是不能打开查看或者编辑的。
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If a browser tab does not open automatically once you run the command, you should CTRL+CLICK the link starting with 'https://localhost:' and this will open a new tab in your default browser.
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "如果你运行了上面的命令,却没有自动打开浏览器,你也可以按住CTRL键,然后点击以 “https://localhost:” 开头的链接,这样你的默认浏览器中就会打开一个新的标签页。" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Creating a notebook 创建一个notebook" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Click on 'New' in the upper left corner and 'Python 3' in the drop-down list (we are going to use a [Python kernel](https://github.com/ipython/ipython) for all our experiments).
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "点击左上角的“New”按钮,随后在下拉列表中选择“Python 3”(我们将在我们的所有实验中使用一个[Python内核](https://github.com/ipython/ipython))\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "![](http://ml.xiniuedu.com/fastai/0/5.png)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note: You will sometimes hear people talking about the Notebook 'kernel'. The 'kernel' is just the Python engine that performs the computations for you.
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "注意:你有时可能听到人们谈论Notebook “kernel”,“kernel”就是替你执行计算的Python引擎。" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Shortcuts and tricks 快捷键和技巧" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Command Mode Shortcuts 命令模式下的快捷键" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "There are a couple of useful keyboard shortcuts in `Command Mode` that you can leverage to make Jupyter Notebook faster to use. Remember that to switch back and forth between `Command Mode` and `Edit Mode` with Esc and Enter.
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "在`命令模式`下有一些可以提高效率的快捷键。记住在`命令模式`和`编辑`模式间来回切换的快捷键是EscEnter

" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "m: Convert cell to Markdown 将单元格转换为Markdown单元格" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "y: Convert cell to Code 将单元格转换为Code代码单元格" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "D+D: Delete cell 删除单元格" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "o: Toggle between hide or show output 切换显示或者隐藏输出信息" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Shift+Arrow up上箭头/Arrow down下箭头: Selects multiple cells. Once you have selected them you can operate on them like a batch (run, copy, paste etc).\n", "用于选择多个单元格。一旦你选中了多个单元格,你就可以批量操作他们(比如运行,复制,粘贴等操作)。" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Shift+M: Merge selected cells. 合并选中的单元格为一个单元格" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Shift+Tab: [press once] Tells you which parameters to pass on a function \n", "[按键一次]提示函数有哪些参数" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Shift+Tab: [press three times] Gives additional information on the method \n", "[按键三次] 提示这个方法的更多信息" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Cell Tricks 单元格小技巧" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from fastai import*\n", "from fastai.vision import *" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "There are also some tricks that you can code into a cell.
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "这里还有一些在单元格编码的一些小技巧。" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`?function-name`: Shows the definition and docstring for that function
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`?function-name`:显示该函数的定义和文档信息" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Object `ImageDataBunch` not found.\n" ] } ], "source": [ "?ImageDataBunch" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`??function-name`: Shows the source code for that function
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`??function-name`:显示函数的源代码" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "??ImageDataBunch" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`doc(function-name)`: Shows the definition, docstring **and links to the documentation** of the function\n", "(only works with fastai library imported)
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`doc(function-name)`:显示定义、文档信息以及**详细文档的链接**(只有在import导入了fastai库之后才能工作)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "doc(ImageDataBunch)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Line Magics " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Line magics are functions that you can run on cells and take as an argument the rest of the line from where they are called. You call them by placing a '%' sign before the command. The most useful ones are:
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Line magics是可以在单元格中运行并且将该行的其他信息作为参数的函数。通过在命令之前添加一个“%”来调用他们。最有用的是以下几个:" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`%matplotlib inline`: This command ensures that all matplotlib plots will be plotted in the output cell within the notebook and will be kept in the notebook when saved.
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`%matplotlib inline`:该命令确保所有的matplotlib图表都将绘制在notebook的输出单元格中,并且在保存时一并保留在notebook中。" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`%reload_ext autoreload`, `%autoreload 2`: Reload all modules before executing a new line. If a module is edited, it is not necessary to rerun the import commands, the modules will be reloaded automatically.
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`%reload_ext autoreload`,`%autoreload 2`:这两条命令指示在执行新的行代码时重新加载所有的模块。如果一个模块修改过了,没有必要再次运行import命令,模块将自动重新加载。" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "These three commands are always called together at the beginning of every notebook.
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "通常这3条命令在每一个notebook的起始部分被一起调用。" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "%matplotlib inline\n", "%reload_ext autoreload\n", "%autoreload 2" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`%timeit`: Runs a line a ten thousand times and displays the average time it took to run it.
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`%timeit`:这个命令将会运行一行代码1000次并且显示平均运行的时间。" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "54.4 µs ± 1.37 µs per loop (mean ± std. dev. of 7 runs, 10000 loops each)\n" ] } ], "source": [ "%timeit [i+1 for i in range(1000)]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`%debug`: Allows to inspect a function which is showing an error using the [Python debugger](https://docs.python.org/3/library/pdb.html).
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`%debug`:允许你使用[Python调试器](https://docs.python.org/3/library/pdb.html)来检查报错的函数。" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "ename": "TypeError", "evalue": "must be str, not int", "output_type": "error", "traceback": [ "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[1;31mTypeError\u001b[0m Traceback (most recent call last)", "\u001b[1;32m\u001b[0m in \u001b[0;36m\u001b[1;34m()\u001b[0m\n\u001b[0;32m 2\u001b[0m \u001b[0ma\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mi\u001b[0m\u001b[1;33m+\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 3\u001b[0m \u001b[0mb\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;34m'string'\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 4\u001b[1;33m \u001b[0mc\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mb\u001b[0m\u001b[1;33m+\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m", "\u001b[1;31mTypeError\u001b[0m: must be str, not int" ] } ], "source": [ "for i in range(1000):\n", " a = i+1\n", " b = 'string'\n", " c = b+1" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "> (4)()\n", " 1 for i in range(1000):\n", " 2 a = i+1\n", " 3 b = 'string'\n", "----> 4 c = b+1\n", "\n", "ipdb> c\n" ] } ], "source": [ "%debug" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" } }, "nbformat": 4, "nbformat_minor": 2 }