finallyly / cs231

My solutions to Stanford's CS231n: Convolutional Neural Networks for Visual Recognition

CS231n Winter 2016 Solutions

What is this?

These are my solutions to Stanford's CS231n, specifically, the Winter 2016 session.

Why?

In the spirit of open education. Simply put, I find that having access to supplemental resources, including other people's solutions, improves learning.

What if I have problems, questions, suggestions, or would like a 2017 version?

Feel free to submit an issue.

Where can I find the accompanying lecture videos?

On Andrej's youtube channel.

Acknowledgements

Thanks to:

• Andrej, Justin and the cs231n team for putting together such a great course and making it openly available
• cthorey for his cs231n solutions
• the redditors and mods of r/cs231n/ for all their feedback and useful posts
• kratzert for his blog post on batch norm and computation graphs