Math to Code is an interactive Python tutorial (all client-side) to teach engineers how to implement math in papers.
I was inspired to create it while taking the Fast.ai course and seeing Jeremy Howard share [0] how a "complicated" Frobenius norm equation could be implemented in a single line of Python.
Math to Code uses the Skulpt library to interpret Python in JavaScript.
It's open source here: https://github.com/vthommeret/mathtocode
I would appreciate any and all feedback!
[0] https://youtu.be/4u8FxNEDUeg?t=1390
> It's time to start reading papers. And papers look something like this, which if you're anything like me, that's terrifying. And I'm not going to lie, it's still the case when I start looking at a new paper, every single time, I think, I'm not smart enough to understand this. I just can't get past that immediate reaction. So I just look at this stuff and I go, that's not something I understand.
> But then I remember, this is the Adam paper and you've all seen Adam implemented in one cell of Microsoft Excel.
> 1. Even familiar stuff looks complex in a paper!
> 2. Papers are important for deep learning beyond the basics, but hard to read.
> 3. Learn to pronounce Greek letters.
I was inspired to create it while taking the Fast.ai course and seeing Jeremy Howard share [0] how a "complicated" Frobenius norm equation could be implemented in a single line of Python.
Math to Code uses the Skulpt library to interpret Python in JavaScript.
It's open source here: https://github.com/vthommeret/mathtocode
I would appreciate any and all feedback!
[0] https://youtu.be/4u8FxNEDUeg?t=1390
> It's time to start reading papers. And papers look something like this, which if you're anything like me, that's terrifying. And I'm not going to lie, it's still the case when I start looking at a new paper, every single time, I think, I'm not smart enough to understand this. I just can't get past that immediate reaction. So I just look at this stuff and I go, that's not something I understand. > But then I remember, this is the Adam paper and you've all seen Adam implemented in one cell of Microsoft Excel. > 1. Even familiar stuff looks complex in a paper! > 2. Papers are important for deep learning beyond the basics, but hard to read. > 3. Learn to pronounce Greek letters.