Micrbograd is a reimplementation of https://github.com/karpathy/micrograd.

It's meant more for reference than for anything.

There are minor, purposeful differences:

• I made it a point to keep code fairly long. For example, I don't like Python's list comprehensions since it's harder for me to comprehend them 😁
• On a similar note, I tried to avoid using abbreviations and contractions. I'm not sure if I got the terminology correct though, please do let me know if anything needs to be corrected!
• I did not implement any convenience functions of wrapping arbitrary objects in Values; all Values must be instantiated explicitly.
• I implemented tanh instead of relu, since that's what he used in his YouTube video course.

Please see bin/console for an example of usage.

See also: https://karpathy.ai/zero-to-hero.html