scikit-learn Linear Regression Example

Here’s a quick example case for implementing one of the simplest of learning algorithms in any machine learning toolbox – Linear Regression. You can download the IPython / Jupyter notebook here so as to play around with the code and try things out yourself.

I’m doing a series of posts on scikit-learn. Its documentation is vast, so unless you’re willing to search for a needle in a haystack, you’re better off NOT jumping into the documentation right away. Instead, knowing chunks of code that do the job might help.

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Sharing IPython / Jupyter Notebooks via WordPress

In order to share (a static version of) your IPython / Jupyter notebook on your WordPress site, follow three straightforward steps.

Step 1: Let’s say your Jupyter Notebook looks like this:

blog_item_20160718_01

Open this notebook in a text editor and copy the content which may look like so:

blog_item_20160718_02

Step 2: Ctrl + A and Ctrl + C this content. Then Ctrl + V this to a GitHub Gist that you should create, like so:

blog_item_20160718_03

Step 3: Now simply Create public gist and embed the gist like you always embed gists on WordPress, viz., go to the HTML editor and add like so:

blog_item_20160718_04

I followed the exact steps that I’ve mentioned above to get the following result:

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view raw knn.ipynb hosted with ❤ by GitHub