alpgrad

alpgrad ("alp" meaning "little" in Hindi/Sanskrit) is a port of Andrej Karpathy's micrograd in pure C.

• Dependency free. Just standard C.
• Lightweight and fast.

Project Structure

• alpgrad/ contains all the header and code files.
• data/ contains data for examples.
• tests/ contains sanity checks and other operations tests.
• examples/ contains example demonstrations.

Installation

You can download the alpgrad directory, drop it in your project and start using it directly.

Examples

Clone the repository, cd into it and then run

make

to compile the examples and tests into a newly created builds folder.

You can then run the tests and examples from the root directory like so (example_2 needs to be run like this to not mess up the file path because it's using data/make_moons.csv)

./builds/test
./builds/example_1
./builds/example_2

Usage

Refer to the examples to see how to import and use alpgrad/engine.h and alpgrad/nn.h. The usage is similar to micrograd, so it should be familiar if you've used that library before.