micrograd.c

A C implementation of Karpathy's micrograd: a scalar-valued autograd engine and a neural net library.

Test it

To run the test, use the following commands:

make
./micrograd

Computational graph visuals

test.c contains four data points. Therefore, we generate one .dot file per data point at the end of the training loop. To visualize it as a png, run the following command:

dot -Tpng graph0.dot -o graph0.png

To-dos

• add layers
• add MLP
• loss fn & gradient descent optimization
• add more non-linear fns
• add graph fns
• generalize pow fn
• rewrite to make it less disgusting