c++ version of the famous micrograd implementaton in python, by Andrej Karpathy
the trace_graph and sanity tests can be in tests.hpp the neural net is in microgradc++.cpp
sudo apt install gnuplot sudo apt-get install graphviz libgraphviz-dev mkdir build cd build cmake .. make
cd microgradc++ ./microgradc++
you might have to modify CMakeLists.txt to get to the needed header files/libraries for graphviz
auto x = Value(1.0);
auto y = (x * 2 + 1).relu();
y.backward();
dot(y.data.get(), "svg", "LR", "dot1.svg");
auto n = Neuron(2);
vector<Value> x{ Value(1.0), Value(-2.0) };
auto y = n(x);
y.backward();
dot(y.data.get(), "svg", "LR", "dot2.svg");
vector<int> layers{ 16, 16, 1 };
// 2 - layer neural network
auto model = MLP(2, layers);
