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jupyter 共享_可共享的Jupyter笔记本！

發(fā)布時(shí)間：2023/12/15 编程问答 33 豆豆

生活随笔收集整理的這篇文章主要介紹了 jupyter 共享_可共享的Jupyter笔记本！小編覺得挺不錯(cuò)的,現(xiàn)在分享給大家,幫大家做個(gè)參考.

jupyter 共享

Alright, so it called Colaboratory, and it’s available in Google Drive.

好吧，所以它叫做Colaboratory ，它可以在Google云端硬盤中使用。

太好了嗎？ (What’s Awesome?)

Sharable Notebooks for teams and collaborators.
團(tuán)隊(duì)和合作者的共享筆記本。
Decent specs
體面的規(guī)格
Free GPU access
免費(fèi)使用GPU
Preinstalled machine learning libraries like NumPy or Tensorflow
預(yù)裝的機(jī)器學(xué)習(xí)庫，例如NumPy或Tensorflow
Importing existing Notebooks
導(dǎo)入現(xiàn)有筆記本

Here’s Google describing it:

這是Google描述的內(nèi)容：

安裝 (Installation)

On your google drive just right-click anywhere in a folder.

在您的Google驅(qū)動(dòng)器上，只需右鍵單擊文件夾中的任意位置即可。

Go to ‘More’ > ‘Connect more apps’

轉(zhuǎn)到“ 更多 ”>“ 連接更多應(yīng)用 ”

In the G Suite Marketplace, you can search for ‘Colaboratory’ and just install it.

在G Suite市場(chǎng)中，您可以搜索“ Colaboratory ”并進(jìn)行安裝。

Done!

完成！

使用協(xié)作 (Using Colaboratory)

Opening it up you’ll see what looks like a very similar interface to Jupyter notebook.

打開它，您會(huì)看到與Jupyter Notebook非常相似的界面。

I won’t get into the coding part since I assume you’re all familiar with Jupyter Notebooks but let’s take a look around at some features.

因?yàn)槲壹僭O(shè)您都熟悉Jupyter Notebook，所以我將不涉及編碼部分，但讓我們來看看其中的一些功能。

進(jìn)入黑暗模式 (Getting Dark Mode)

Go to Settings (Gear Icon) at the top left of the interface. In the ‘Site’ Tab under ‘Theme’ select dark.

轉(zhuǎn)到界面左上方的設(shè)置(齒輪圖標(biāo))。在“主題”下的“站點(diǎn)”選項(xiàng)卡中，選擇深色。

Phew! Now we can get started.

！現(xiàn)在我們可以開始了。

目錄 (Table of Contents)

On the right side, we can see 3 tabs.

在右側(cè)，我們可以看到3個(gè)標(biāo)簽。

The first one lets us see the Table of Contents. In the notebook that I was playing with, you can see that I created a section called ‘PDF and CDF’ and another called ‘Convolution’.

第一個(gè)讓我們看到目錄。在我正在玩的筆記本中，您可以看到我創(chuàng)建了一個(gè)名為“ PDF和CDF ”的部分以及另一個(gè)名為“ 卷積 ”的部分。

Sections are a great way to organize your notebooks.

分區(qū)是組織筆記本的好方法。

In Colaboratory, they can be created by : — clicking the ‘+section’ button in the Table of Contents tab — or just by adding text and formatting it as a title (ex: ‘# Title1’).

在協(xié)作實(shí)驗(yàn)室中，可以通過以下方式創(chuàng)建它們：—單擊“ 目錄”選項(xiàng)卡中的“ +分區(qū) ”按鈕—或僅通過添加文本并將其格式化為標(biāo)題 (例如：“＃Title1”)來創(chuàng)建它們。

代碼段 (Code Snippets)

The next tab is code snippets. Colaboratory provides you with a few default code snippets that can be pretty useful. Some are kinda cool, like the ‘Camera Capture’ one.

下一個(gè)標(biāo)簽是代碼段。 Colaboratory為您提供了一些非常有用的默認(rèn)代碼片段。有些挺酷的，例如“ Camera Capture ”。

You can add your own code snippets. But as far as I can tell, it’s a little convoluted. Here’s how I go about doing it.

您可以添加自己的代碼段。但據(jù)我所知，這有點(diǎn)令人費(fèi)解。這就是我要做的事情。

Create a new NoteBook and call it whatever you want. I called my notebook Snippets.

創(chuàng)建一個(gè)新的筆記本，然后隨便調(diào)用它。我給筆記本打了個(gè)摘錄。

For each snippet create a title and add your snippet. For example, here I have 2 snippets with some random code.

為每個(gè)代碼段創(chuàng)建一個(gè)標(biāo)題并添加您的代碼段。例如，這里有2個(gè)代碼段，其中包含一些隨機(jī)代碼。

3. Then just copy the URL of your snippet notebook and open Settings (Gear Icon in the top left-hand corner). On the ‘Site’ tab > under ‘Custom snippet notebook URL’ > paste your snippet URL and hit ‘Save’.

3.然后，只需復(fù)制代碼段筆記本的URL并打開“設(shè)置” (位于左上角的齒輪圖標(biāo))。在“ 網(wǎng)站 ”標(biāo)簽>“ 自定義摘要筆記本URL ”下， 粘貼您的摘要URL，然后點(diǎn)擊“ 保存” 。

4. Done! Your snippets are now searchable in the snippet section based on their title name. So for example, if I search for Imports in any of my new notebooks,

4.完成！現(xiàn)在，您可以根據(jù)片段名稱在其片段中進(jìn)行搜索了。例如，如果我在任何新筆記本中搜索“ 導(dǎo)入” ，

I can know access the snippet that I had created! This is a super useful feature for when code gets reused constantly.

我可以知道訪問我創(chuàng)建的代碼段！當(dāng)代碼被不斷重用時(shí)，這是一個(gè)超級(jí)有用的功能。

文件管理器 (The File Manager)

This is great because it gives you an easy way to view all your files. My original Notebook seems to come with some sample data which I found weird but thanks Google.

這很棒，因?yàn)樗鼮槟峁┝艘环N查看所有文件的簡(jiǎn)便方法。我的原始筆記本似乎帶有一些示例數(shù)據(jù)，但我覺得很奇怪，但感謝Google。

If you notice the Pikachu image, I was able to grab a picture online and easily save it to my File Manager (via !wget). The cool thing is that we can click on these files and view them right from Colaboratory.

如果您注意到了皮卡丘(Pikachu)圖像，我就可以在線捕獲圖片并將其輕松保存到我的文件管理器中(通過！wget )。很酷的事情是，我們可以單擊這些文件并直接從Colaboratory查看它們。

You can see that both CSV files and images are supported and viewable. This is great for being able to look through files quickly without having to go to my local file directory or GDrive.

您可以看到CSV文件和圖像均受支持并且可見。這非常適合能夠快速瀏覽文件而無需轉(zhuǎn)到我的本地文件目錄或GDrive。

分享中 (Sharing)

If you’ve ever used google docs you probably already know how to share docs. Simply, click on the share icon and add people to your notebook or send them a link.

如果您曾經(jīng)使用過Google文檔，則可能已經(jīng)知道如何共享文檔。只需單擊共享圖標(biāo)，然后將其他人添加到您的筆記本中或向他們發(fā)送鏈接。

You can also link to a specific cell (for when your notebooks get crazy) by hovering over a cell and selecting the share icon.

您還可以通過將鼠標(biāo)懸停在某個(gè)單元格上并選擇共享圖標(biāo)來鏈接到特定的單元格(當(dāng)筆記本電腦發(fā)瘋時(shí))。

GPU訪問 (GPU Access)

One of the best features is the GPU access provided. On the toolbar select ‘Runtime’ > ‘Change Runtime Type’ and you can choose between a GPU or TPU.

最好的功能之一是提供的GPU訪問。在工具欄上，選擇“ 運(yùn)行時(shí)” >“ 更改運(yùn)行時(shí)類型”，然后可以在GPU或TPU之間進(jìn)行選擇。

This makes some complex processes significantly faster. Head here to see more information about the specs Google provides because it may change over time. Currently, you can run a notebook with GPU enabled for 12 hours, which is pretty decent considering its free. If you want to go beyond that they do provide a paid-tier option.

這使得一些復(fù)雜的過程明顯更快。請(qǐng)前往此處查看有關(guān)Google提供的規(guī)格的更多信息，因?yàn)樗赡軙?huì)隨著時(shí)間而變化。目前，您可以在啟用了GPU的筆記本電腦上運(yùn)行12個(gè)小時(shí)，考慮到它的免費(fèi)版本 ，這相當(dāng)不錯(cuò)。如果您想超出此范圍，他們會(huì)提供付費(fèi)層選項(xiàng)。

Colaboratory is actually a pretty old thing that I just didn’t know about. I think it was released back in 2017 but I never heard about it until recently. But I have to say the features are super cool and useful. There’s a ton of awesome features that I didn’t cover so if there’s anything awesome that I missed, feel free to comment on it in the comment section, I’m sure it’ll help everyone out and thanks for reading!

合作實(shí)際上是我不知道的很舊的東西。我認(rèn)為它于2017年發(fā)布，但直到最近我才聽說。但是我不得不說這些功能非常酷并且有用。我沒有涉及很多很棒的功能，因此，如果我錯(cuò)過了任何很棒的功能，請(qǐng)?jiān)谠u(píng)論部分中隨意評(píng)論，我相信它會(huì)幫助所有人，并感謝您的閱讀！

If you liked this story check out some of my others,

如果您喜歡這個(gè)故事，請(qǐng)查看我的其他一些故事，

翻譯自: https://towardsdatascience.com/sharable-jupyter-notebooks-bf3ec9c2e0be