DISCLAIMER: This is an incomplete project. It is not ready for production use.

Introduction

This is as bare bones as it gets for neural networks. I made a simple implemenation that has a NaN bug (for now). This network classifies a randomly generated set of spiral coordinates on a chart into three classes (RED, GREEN, BLUE). Once the implementation is fixed, I will add more features to this project. This may not look like much but it took me a while to figure out how to do this. I hope this helps someone else.

How to use

Install

cargo build

Run

cargo run --release --example linear_reg_example

TODO

• Fix NaN bug
• Add more features
• Add examples
• Add tests
• Add documentation
• Add benchmarks
• Add more visualization tools