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Skratch is and will always be a work in progress. In order to improve it, suggestions, remarks, critics, or even contributions are more than welcome!

Frequently Asked Questions

Can I reuse the code?

Yes, the project is 100% open-source. Feel free to use, modify, or even contribute to the codebase. Do remember though that the code was not written to be robust or fast.

How did you create the images/GIFs?

I used Matplotlib, a famous Python library. If you click on each image or gif, it will send you to a Python file used to generate the figure! The code can also be found directly on Github.

How do I get in touch with you if I have questions?

You can make use of the contact page, send an e-mail to, or even find me on LinkedIn!

How do I know the implementations are correct?

Skratch aims to be as transparent as possible. It is why we wrote tests for the various machine learning models, ensuring that they perform similarly to sklearn models. 

I don't know Python, is it a problem?

No! Even though the code was written in Python, it is not language specific. You might need some basic understanding about Python syntax but that’s it!

I don't know Python, is it a problem?

Statistics are a vital part of machine learning, and I can’t ever recommend to learn it enough. However, this course is not necessarily focused on statistics, so basic knowledge should be plenty!