Micrograd. A tiny learning tool that shows how AI brains actually work.

github.com/karpathy/micrograd

Problem

The full read on this project is a sign-in away — what it solves, who it serves, and where it sits in the market.

Audience

The full read on this project is a sign-in away — what it solves, who it serves, and where it sits in the market.

Market

The full read on this project is a sign-in away — what it solves, who it serves, and where it sits in the market.

Pricing

The full read on this project is a sign-in away — what it solves, who it serves, and where it sits in the market.

Vaya's read on this project

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Updates

April 2020

add setup.py to allow registering micrograd as package under pypi Apr 18
license should not be markdown, fixing Apr 18
rename test file to agree better with standard naming schema Apr 18
fix typo in readme Apr 18
make puppy image better by matching width and cropping a bit Apr 18
add brief section of the training demo Apr 18
attempt to produce svgs instead of pngs and lay them out LR to save s… Apr 18
small tweaks and bug fixes to docs Apr 18
add a number of more ops including -,/,**, and supporting unit tests Apr 18
Merge pull request #5 from bpesquet/master Apr 15
Actually use h variable in example Apr 15
last few silly tweaks, really off to bed now Apr 14
add a super basic test comparing our grad backward pass to that of py… Apr 14
actually include the tracing notebook. i guess it's getting late Apr 14
actually include the output Apr 14
add graphviz gracing utility which I think is cute Apr 14
ok much cleaner to use a set here to not have too much state and side… Apr 14
add tiny example usage Apr 14
fix a bug, end up in a much better spot overall. thank you @sinjax an… Apr 14
change MicroGrad to micrograd. This feels important Apr 13