micrograd-example-csharp

A port of karpathy/micrograd from Python to C#. All the credits go to Andrej Karpathy. The project itself is a tiny scalar-valued autograd engine and basic neural network implementation on top of it.

Examples

The examples folder contains a console project with a few basic examples of how to use the library. The examples are:

• Function gradient - calculation of the gradient for the simple function.
• Binary classification - binary classification example using a neural network.
• Image recognition - recognition of handwritten digits from the MNIST dataset using MLP.

Micrograd.Console (example project) dependencies

• ScottPlot - for plotting the loss function.
• Spectre.Console - for the console UI.