<h3 dir="auto">Describe the issue linked to the documentation</h3>
<p dir="auto">I thought of updating the decision map available in the <a href="https://scikit-learn.org/stable/tutorial/machine_learning_map/" rel="nofollow">documentation</a>.</p>
<p dir="auto">I found the initial vectorgraphic image <a href="https://gist.github.com/amueller/4642976">here</a>.</p>
<p dir="auto">I mostly changed the clustering and regression parts. For the regression I used the work of <a href="https://towardsdatascience.com/choosing-a-scikit-learn-linear-regression-algorithm-dd96b48105f5" rel="nofollow">Quinn Lanners</a>.</p>
<p dir="auto">What do you thing of my work ? I can make some changes.</p>
<h3 dir="auto">Suggest a potential alternative/fix</h3>
<p dir="auto"><a target="_blank" rel="noopener noreferrer nofollow" href="https://user-images.githubusercontent.com/71872551/146676581-38d6d9a9-bc67-4257-9639-c4406d5c280a.png"><img src="https://user-images.githubusercontent.com/71872551/146676581-38d6d9a9-bc67-4257-9639-c4406d5c280a.png" alt="test" style="max-width: 100%;"></a><br>
Here an image of my work, I also have the vectorgraphic version which is dynamic : each method has its link linked.</p>
<p dir="auto">As we have deprecated the GMM and VBGMM classes we must modify the <a href="http://scikit-learn.org/stable/tutorial/machine_learning_map/" rel="nofollow"><code class="notranslate">ml_map.png</code></a>.<br>
To modify it correctly, you know where I can find the original file (gimp file, ...) ?</p>