micrograd-cpp

a micrograd implementation in c++

micrograd is an autograd engine that implements backpropagation (reverse-mode autodiff) over a dynamically built DAG

setup

clone the repo

git clone --recursive https://github.com/puravparab/micrograd-cpp.git
cd micrograd-cpp

usage

run with bash script

chmod +x run.sh
./run.sh

or

g++ -std=c++14 -o build/micrograd main.cpp engine.cpp nn.cpp

testing

build google test

chmod +x build_gtest.sh
./build_gtest.sh

compile and run tests

chmod +x run_tests.sh
./run_tests.sh